Uncertainty Awareness in Wireless Communications and Sensing.

Zongben Xu Zong-Ben Xu Xi'an Jiaotong University https://zbmath.org/authors/?q=ai:xu.zongben https://orcid.org/0000-0002-4066-2338 https://www.wikidata.org/entity/Q9140720 https://dl.acm.org/profile/81100195859 https://d-nb.info/gnd/103276967X https://mathgenealogy.org/id.php?id=152017

Shixiong Wang Wei Dai 0001 Jianyong Sun Zongben Xu Geoffrey Ye Li Uncertainty Awareness in Wireless Communications and Sensing. 2026 February 30-38 64 IEEE Commun. Mag. 2 https://doi.org/10.1109/MCOM.001.2400714 db/journals/cm/cm64.html#WangDSXL26 streams/journals/cm

Jianhua Guo Jiang Xue 0001 Junkai Zhang Zhen Qiao Zongben Xu Scalable Pre-Trained Large Channel Models for Wireless Communication Systems. 2026 May 60-67 64 IEEE Commun. Mag. 5 https://doi.org/10.1109/MCOM.001.2500406 db/journals/cm/cm64.html#GuoXZQX26 streams/journals/cm

Jianhua Guo Zhen Qiao Junkai Zhang Jiang Xue 0001 Zongben Xu Channel Modeling via Virtual Environment for MIMO-OFDM Systems. 2026 2575-2579 30 IEEE Commun. Lett. https://doi.org/10.1109/LCOMM.2026.3712339 db/journals/icl/icl30.html#GuoQZXX26 streams/journals/icl

Jun Shu Xiang Yuan Deyu Meng Zongben Xu DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning. 2026 August 9642-9658 48 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2026.3680442 db/journals/pami/pami48.html#ShuYMX26 streams/journals/pami

Jianhua Guo Zhongsheng Deng Zhen Qiao Junkai Zhang Jiang Xue 0001 Dusit Niyato Zongben Xu Scalable Pre-Trained Masked Channel Model of Wireless Communications. 2026 6197-6212 74 IEEE Trans. Commun. https://doi.org/10.1109/TCOMM.2026.3675420 db/journals/tcom/tcom74.html#GuoDQZXNX26 streams/journals/tcom

Haotian Zhang 0023 Jialong Shi Jianyong Sun Qingfu Zhang 0001 Zongben Xu Neuro-PLS: A Generalizable Local Search Framework for Multiobjective Combinatorial Optimization. 2026 August 1564-1578 30 IEEE Trans. Evol. Comput. 4 https://doi.org/10.1109/TEVC.2025.3589640 db/journals/tec/tec30.html#ZhangSSZX26 streams/journals/tec

Jianhua Guo Runhua Li Guanzhang Liu Zhengyang Hu 0001 Yiqing Zhang 0001 Feng Li 0057 Gang Dai Jiang Xue 0001 John S. Thompson Zongben Xu Design Intelligent Air Interface of MIMO Systems. 5718-5732 2026 25 IEEE Trans. Wirel. Commun. https://doi.org/10.1109/TWC.2025.3620862 db/journals/twc/twc25.html#GuoLLHZLDXTX26 streams/journals/twc

Junkai Zhang Faheem Ahmad Khan Zhiqiang Wei 0001 Jiang Xue 0001 Christos Masouros Dusit Niyato Zongben Xu Intelligent Predictive Beamforming for Integrated Sensing, Communication and Power Transfer for Low-Altitude Economy. 2026 17165-17179 25 IEEE Trans. Wirel. Commun. https://doi.org/10.1109/TWC.2026.3693103 db/journals/twc/twc25.html#ZhangKWXMNX26 streams/journals/twc

Xin Chen Qi Zhao Wei Zeng Zongben Xu G-IR: Geometric Image Representation for Learning. 20307-20315 2026 AAAI https://doi.org/10.1609/aaai.v40i24.39119 conf/aaai/2026 db/conf/aaai/aaai2026.html#ChenZZX26

Jiahong Fu Qi Xie 0002 Deyu Meng Zongben Xu Vanilla Group Equivariant Vision Transformer: Simple and Effective. 2026 February abs/2602.08047 CoRR https://doi.org/10.48550/arXiv.2602.08047 db/journals/corr/corr2602.html#abs-2602-08047 streams/journals/corr

Liangyu Su Jun Shu Rui Liu Deyu Meng Zongben Xu KoopGen: Koopman Generator Networks for Representing and Predicting Dynamical Systems with Continuous Spectra. 2026 February abs/2602.14011 CoRR https://doi.org/10.48550/arXiv.2602.14011 db/journals/corr/corr2602.html#abs-2602-14011 streams/journals/corr

Zhongchen Zhao Qi Xie 0002 Keyu Huang Lei Zhang 0006 Deyu Meng Zongben Xu Rotation Equivariant Mamba for Vision Tasks. 2026 March abs/2603.09138 CoRR https://doi.org/10.48550/arXiv.2603.09138 db/journals/corr/corr2603.html#abs-2603-09138 streams/journals/corr

Jun Shu Junxiong Jia Deyu Meng Zongben Xu A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws. 2026 April abs/2604.24037 CoRR https://doi.org/10.48550/arXiv.2604.24037 db/journals/corr/corr2604.html#abs-2604-24037 streams/journals/corr

Feiyu Tan Qi Xie 0002 Zongben Xu Deyu Meng Aligning Network Equivariance with Data Symmetry: A Theoretical Framework and Adaptive Approach for Image Restoration. 2026 May abs/2605.13744 CoRR https://doi.org/10.48550/arXiv.2605.13744 db/journals/corr/corr2605.html#abs-2605-13744 streams/journals/corr

Zhibin Duan Yuhong Wang Jiahong Fu Zongsheng Yue Bo Chen 0001 Zongben Xu BaRA: Bayesian Adaptive Rank Allocation for Parameter-Efficient Fine-Tuning. 2026 June abs/2606.29184 CoRR https://doi.org/10.48550/arXiv.2606.29184 db/journals/corr/corr2606.html#abs-2606-29184 streams/journals/corr

Zhongchen Zhao Jixin Wang Qi Xie 0002 Hui Lin Lei Zhang 0006 Deyu Meng Zongben Xu Flash EQ-Linear: Accelerating Equivariant Linear Layers via Group-wise Discrete Fourier Transform. 2026 July abs/2607.21271 CoRR https://doi.org/10.48550/arXiv.2607.21271 db/journals/corr/corr2607.html#abs-2607-21271 streams/journals/corr

Xiang Yuan Kaiqing Lei Zhenyu Jin Jun Shu Deyu Meng Zongben Xu Harnessing the Potential of Optimizing Data Mixtures via Bayesian Domain Reweighting. 2026 July abs/2607.27928 CoRR https://doi.org/10.48550/arXiv.2607.27928 db/journals/corr/corr2607.html#abs-2607-27928 streams/journals/corr

Zhi-Hui Zhan Jun Hong Jian-Yu Li Cheng Wang Langchong He Zongben Xu Jun Zhang 0003 Artificial intelligence-based methods for protein structure prediction: a survey. 328 2025 October 58 Artif. Intell. Rev. 10 https://doi.org/10.1007/s10462-025-11325-4 db/journals/air/air58.html#ZhanHLWHXZ25 streams/journals/air

Zhen Qiao Jiang Xue 0001 Junkai Zhang Guanzhang Liu Xiaoqin Ma Runhua Li Faheem Ahmad Khan John S. Thompson Zongben Xu Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications. 64-70 2025 August 63 IEEE Commun. Mag. 8 https://doi.org/10.1109/MCOM.001.2400485 db/journals/cm/cm63.html#QiaoXZLMLKTX25 streams/journals/cm

Yannan Pu Jian Sun 0009 Niansheng Tang Zongben Xu Self-supervised distributional and contrastive learning model for image anomaly detection. 113348 2025 316 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2025.113348 db/journals/kbs/kbs316.html#PuSTX25 streams/journals/kbs

Shipeng Wang 0002 Xiaorong Li Jian Sun 0009 Zongben Xu Training Networks in Null Space of Feature Covariance With Self-Supervision for Incremental Learning. 2563-2580 2025 April 47 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2024.3522258 db/journals/pami/pami47.html#WangLSX25 streams/journals/pami

Qi Xie 0002 Jiahong Fu Zongben Xu Deyu Meng Rotation Equivariant Arbitrary-Scale Image Super-Resolution. 11382-11399 2025 December 47 IEEE Trans. Pattern Anal. Mach. Intell. 12 https://doi.org/10.1109/TPAMI.2025.3600126 db/journals/pami/pami47.html#XieFXM25 streams/journals/pami

Cuican Yu Fengxun Sun Zihui Zhang Huibin Li 0001 Liming Chen 0002 Jian Sun 0009 Zongben Xu Adaptive representation learning and sample weighting for low-quality 3D face recognition. 111161 2025 159 Pattern Recognit. https://doi.org/10.1016/j.patcog.2024.111161 db/journals/pr/pr159.html#YuSZLCSX25 streams/journals/pr

Jun Hong Zhi-Hui Zhan Langchong He Zongben Xu Jun Zhang 0003 Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach. 646-660 2025 June 29 IEEE Trans. Evol. Comput. 3 https://doi.org/10.1109/TEVC.2024.3365814 db/journals/tec/tec29.html#HongZHXZ25 streams/journals/tec

Feipeng Li Jinghuai Gao Wenbo Sun Zhiguo Wang 0002 Chuang Li 0003 Zhaoqi Gao Zongben Xu LSTM Network Assisted Construction of the Angle-Dependent Point Spread Function and Its Applications in Seismic Imaging. 1-22 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3535529 db/journals/tgrs/tgrs63.html#LiGSWLGX25 streams/journals/tgrs

Feipeng Li Jinghuai Gao Zhiguo Wang 0002 Chuang Li 0003 Zhaoqi Gao Zongben Xu True Amplitude Seismic Imaging With Wave Equation-Based Illumination Compensation in the Dip and Reflection Angle Domain. 1-15 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3542175 db/journals/tgrs/tgrs63.html#LiGWLGX25 streams/journals/tgrs

Yuqian Yang Cong Zhao 0001 Shusen Yang Zongben Xu 5GR-DTAD: A Domain and Data-Driven Framework for Diagnosing Abnormal Downlink Throughput in 5G RAN. 2354-2362 2025 March 21 IEEE Trans. Ind. Informatics 3 https://doi.org/10.1109/TII.2024.3507172 db/journals/tii/tii21.html#YangZYX25 streams/journals/tii

Yuzhu He Chunfeng Lian Ruyi Xiao Fangmao Ju Chao Zou Zongben Xu Jianhua Ma 0001 Anatomy-Aware Deep Unrolling for Task-Oriented Acceleration of Multi-Contrast MRI. 3832-3844 2025 September 44 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2025.3568157 db/journals/tmi/tmi44.html#HeLXJZXM25 streams/journals/tmi

Heran Yang Wenbo Hua Zongben Xu Jian Sun 0009 Domain-Generalized Discrete Diffusion Model for Cross-Domain Medical Image Segmentation. 4131-4142 2025 November 44 IEEE Trans. Medical Imaging 11 https://doi.org/10.1109/TMI.2025.3564474 db/journals/tmi/tmi44.html#YangHXS25 streams/journals/tmi

Kehui Ding Jun Shu Deyu Meng Zongben Xu Improve Noise Tolerance of Robust Loss via Noise-Awareness. 13189-13203 2025 July 36 IEEE Trans. Neural Networks Learn. Syst. 7 https://doi.org/10.1109/TNNLS.2024.3457029 db/journals/tnn/tnn36.html#DingSMX25 streams/journals/tnn

Zhiqiang Pang Hong Wang 0021 Qi Xie 0002 Deyu Meng Zongben Xu TRG-Net: An Interpretable and Controllable Rain Generator. 16745-16759 2025 September 36 IEEE Trans. Neural Networks Learn. Syst. 9 https://doi.org/10.1109/TNNLS.2025.3565726 db/journals/tnn/tnn36.html#PangWXMX25 streams/journals/tnn

Yiqing Zhang 0001 Jianyong Sun Jiang Xue 0001 Zongben Xu Cross-Channel Model-Driven Learning for Massive MIMO Detection by HyperNetwork. 1964-1977 2025 March 24 IEEE Trans. Wirel. Commun. 3 https://doi.org/10.1109/TWC.2024.3514931 db/journals/twc/twc24.html#ZhangSXX25 streams/journals/twc

Qian Xu 0017 Jianyong Sun Zongben Xu Efficient MU-MIMO Beamforming Based on Majorization-Minimization and Deep Unfolding. 3949-3963 2025 May 24 IEEE Trans. Wirel. Commun. 5 https://doi.org/10.1109/TWC.2025.3541144 db/journals/twc/twc24.html#XuSX25 streams/journals/twc

Junkai Zhang Zhen Qiao Faheem Ahmad Khan Guanzhang Liu Zhiqiang Wei 0001 Jiang Xue 0001 Zongben Xu Derrick Wing Kwan Ng Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems. 8565-8580 2025 October 24 IEEE Trans. Wirel. Commun. 10 https://doi.org/10.1109/TWC.2025.3567799 db/journals/twc/twc24.html#ZhangQKLWXXN25 streams/journals/twc

Xunmeng Wu Zai Yang Zongben Xu Low-Complexity Algorithms for Multichannel Spectral Super-Resolution. 1-5 2025 ICASSP Workshops https://doi.org/10.1109/ICASSPW65056.2025.11011075 conf/icassp/2025w db/conf/icassp/icassp2025w.html#WuYX25 Zhangchi Zhao Jun Shu Deyu Meng Zongben Xu Improving Memory Efficiency for Training KANs via Meta Learning. 2025 ICML https://proceedings.mlr.press/v267/zhao25s.html https://openreview.net/forum?id=9biCmI3Mnd conf/icml/2025 db/conf/icml/icml2025.html#ZhaoSMX25 Taoran Zheng Yan Yang 0007 Xing Li 0027 Xiang Gu 0005 Jian Sun 0009 Zongben Xu Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/3a5b75ce6cbd3aaaa32d6e935ffc4cff-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#ZhengYLGSX25

Yuechen Liu Zishun Wang Chen Qiao Zongben Xu GATE: Adaptive Learning with Working Memory by Information Gating in Multi-lamellar Hippocampal Formation. 2025 January abs/2501.12615 CoRR https://doi.org/10.48550/arXiv.2501.12615 db/journals/corr/corr2501.html#abs-2501-12615 streams/journals/corr

Wei Zeng Xuebin Chang Jianghao Su Xiang Gu 0005 Jian Sun 0009 Zongben Xu GMapLatent: Geometric Mapping in Latent Space. 2025 March abs/2503.23407 CoRR https://doi.org/10.48550/arXiv.2503.23407 db/journals/corr/corr2503.html#abs-2503-23407 streams/journals/corr

Zhen Qiao Jiang Xue 0001 Junkai Zhang Guanzhang Liu Xiaoqin Ma Runhua Li Faheem Ahmad Khan John S. Thompson Zongben Xu Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications. 2025 May abs/2505.17421 CoRR https://doi.org/10.48550/arXiv.2505.17421 db/journals/corr/corr2505.html#abs-2505-17421 streams/journals/corr

Taoran Zheng Xing Li 0027 Yan Yang 0007 Xiang Gu 0005 Zongben Xu Jian Sun 0009 Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport. 2025 May abs/2505.17644 CoRR https://doi.org/10.48550/arXiv.2505.17644 db/journals/corr/corr2505.html#abs-2505-17644 streams/journals/corr

Zhangchi Zhao Jun Shu Deyu Meng Zongben Xu Improving Memory Efficiency for Training KANs via Meta Learning. 2025 June abs/2506.07549 CoRR https://doi.org/10.48550/arXiv.2506.07549 db/journals/corr/corr2506.html#abs-2506-07549 streams/journals/corr

Qi Xie 0002 Jiahong Fu Zongben Xu Deyu Meng Rotation Equivariant Arbitrary-scale Image Super-Resolution. 2025 August abs/2508.05160 CoRR https://doi.org/10.48550/arXiv.2508.05160 db/journals/corr/corr2508.html#abs-2508-05160 streams/journals/corr

Xiang Yuan Jun Shu Deyu Meng Zongben Xu Feed Two Birds with One Scone: Exploiting Function-Space Regularization for Both OOD Robustness and ID Fine-Tuning Performance. 2025 September abs/2509.05328 CoRR https://doi.org/10.48550/arXiv.2509.05328 db/journals/corr/corr2509.html#abs-2509-05328 streams/journals/corr

Xuebin Ren Shusen Yang Cong Zhao 0001 Julie A. McCann Zongben Xu Belt and Braces: When Federated Learning Meets Differential Privacy. 66-77 2024 December 67 Commun. ACM 12 https://doi.org/10.1145/3650028 db/journals/cacm/cacm67.html#RenYZMX24 streams/journals/cacm

Xiang Gu 0005 Jian Sun 0009 Zongben Xu Adversarial data splitting for domain generalization. 2024 67 Sci. China Inf. Sci. 5 https://doi.org/10.1007/s11432-022-3857-5 db/journals/chinaf/chinaf67.html#GuSX24

Yuqian Yang Shusen Yang Cong Zhao 0001 Zongben Xu TelOps: AI-Driven Operations and Maintenance for Telecommunication Networks. 104-110 2024 April 62 IEEE Commun. Mag. 4 https://doi.org/10.1109/MCOM.003.2300055 db/journals/cm/cm62.html#YangYZX24

Xiang Gu 0005 Xi Yu Yan Yang 0007 Jian Sun 0009 Zongben Xu Adversarial Reweighting with α-Power Maximization for Domain Adaptation. 4768-4791 2024 October 132 Int. J. Comput. Vis. 10 https://doi.org/10.1007/s11263-024-02107-6 db/journals/ijcv/ijcv132.html#GuYYSX24 streams/journals/ijcv

Fan Wang Yating Wang Wing Tat Leung Zongben Xu Learning-based multi-continuum model for multiscale flow problems. 113222 2024 514 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2024.113222 db/journals/jcphy/jcphy514.html#WangWLX24 streams/journals/jcphy

Qingming Kong Jianyong Sun Zongben Xu Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network. 111192 2024 January 283 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2023.111192 db/journals/kbs/kbs283.html#KongSX24

Kun Chen Junchen Liang Junmin Liu Weilin Shen Zongben Xu Zhengjian Yao Entropy regularized fuzzy nonnegative matrix factorization for data clustering. 459-476 2024 February 15 Int. J. Mach. Learn. Cybern. 2 https://doi.org/10.1007/s13042-023-01919-1 db/journals/mlc/mlc15.html#ChenLLSXY24

Xiang Gu 0005 Jian Sun 0009 Zongben Xu Unsupervised and Semi-Supervised Robust Spherical Space Domain Adaptation. 1757-1774 2024 March 46 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2022.3158637 db/journals/pami/pami46.html#GuSX24

Jiahong Fu Qi Xie 0002 Deyu Meng Zongben Xu Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. 6577-6593 2024 October 46 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2024.3383532 db/journals/pami/pami46.html#FuXMX24 streams/journals/pami

Xing Li 0027 Yan Yang 0007 Hairong Zheng Zongben Xu ISP-IRLNet: Joint optimization of interpretable sampler and implicit regularization learning network for accerlerated MRI. 110412 2024 151 Pattern Recognit. https://doi.org/10.1016/j.patcog.2024.110412 db/journals/pr/pr151.html#LiYZX24

Zhen Li 0016 Zhaoqi Gao Liang Chen Jinghuai Gao Zongben Xu The Synchrosqueezed Method and Its Theory-Analysis-Based Novel Short-Time Fractional Fourier Transform for Chirp Signals. 1173 2024 April 16 Remote. Sens. 7 https://doi.org/10.3390/rs16071173 db/journals/remotesensing/remotesensing16.html#LiGCGX24

Lixuan Yi Qian Zhao 0002 Zongben Xu Hyperspectral Image Denoising by Pixel-Wise Noise Modeling and TV-Oriented Deep Image Prior. 2694 2024 August 16 Remote. Sens. 15 https://doi.org/10.3390/rs16152694 db/journals/remotesensing/remotesensing16.html#YiZX24 streams/journals/remotesensing

Xunmeng Wu Zai Yang Zongben Xu Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation. 1643-1668 2024 45 SIAM J. Matrix Anal. Appl. 3 https://doi.org/10.1137/23m1587737 db/journals/siammax/siammax45.html#WuYX24 streams/journals/siammax

Qingming Kong Jianyong Sun Yongquan Zhang Zongben Xu Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling. 1154-1166 2024 February 54 IEEE Trans. Cybern. 2 https://doi.org/10.1109/TCYB.2022.3196444 https://www.wikidata.org/entity/Q114084857 db/journals/tcyb/tcyb54.html#KongSZX24

Zhaoqi Gao Meiqian Guo Chuang Li 0003 Zhen Li 0016 Jinghuai Gao Zongben Xu Deep Learning Accelerated Blind Seismic Acoustic-Impedance Inversion. 1-22 2024 62 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2024.3377274 db/journals/tgrs/tgrs62.html#GaoGLLGX24

Shibo Wang 0002 Shusen Yang Hairong Su Cong Zhao 0001 Chenren Xu Feng Qian 0001 Nanbin Wang Zongben Xu Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming. 1312-1329 2024 February 23 IEEE Trans. Mob. Comput. 2 https://doi.org/10.1109/TMC.2023.3235103 db/journals/tmc/tmc23.html#WangYSZXQWX24

Xing Li 0027 Kaili Jing Yan Yang 0007 Yongbo Wang Jianhua Ma 0001 Hairong Zheng Zongben Xu Noise-Generating and Imaging Mechanism Inspired Implicit Regularization Learning Network for Low Dose CT Reconstrution. 1677-1689 2024 May 43 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2023.3347258 db/journals/tmi/tmi43.html#LiJYWMZX24

Xunmeng Wu Zai Yang Zhiqiang Wei 0001 Robert Schober Zongben Xu COFFEE: Covariance Fitting and Focusing for Wideband Direction-of-Arrival Estimation. 5659-5674 2024 72 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2024.3441059 db/journals/tsp/tsp72.html#WuYWSX24 streams/journals/tsp

Yiqing Zhang 0001 Jianyong Sun Jiang Xue 0001 Zongben Xu Improving Signal Detector by Precoding in Uplink Multiuser MIMO System. 938-951 2024 January 73 IEEE Trans. Veh. Technol. 1 https://doi.org/10.1109/TVT.2023.3307449 db/journals/tvt/tvt73.html#ZhangSXX24

Xunmeng Wu Zai Yang Zhiqiang Wei 0001 Zongben Xu Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique. 3117-3130 2024 April 23 IEEE Trans. Wirel. Commun. 4 https://doi.org/10.1109/TWC.2023.3305612 db/journals/twc/twc23.html#WuYWX24

Xunmeng Wu Zai Yang Zhiqiang Wei 0001 Robert Schober Zongben Xu Wideband Direction-of-Arrival Estimation via Covariance Fitting and Focusing. 2282-2286 2024 EUSIPCO https://ieeexplore.ieee.org/document/10715111 conf/eusipco/2024 db/conf/eusipco/eusipco2024.html#WuY0SX24 Haotian Zhang 0023 Jialong Shi Jianyong Sun Ali Wagdy Mohamed Zongben Xu A Gradient-based Method for Differential Evolution Parameter Control by Smoothing. 2024 GECCO Companion https://doi.org/10.1145/3638530.3654185 conf/gecco/2024c db/conf/gecco/gecco2024c.html#ZhangSSMX24 423-426 Xing Li 0027 Yan Yang 0007 Hairong Zheng Zongben Xu Blind Proximal Diffusion Model for Joint Image and Sensitivity Estimation in Parallel MRI. 130-139 2024 MICCAI (7) https://doi.org/10.1007/978-3-031-72104-5_13 conf/miccai/2024-7 db/conf/miccai/miccai2024-7.html#LiYZX24 streams/conf/miccai

Zhiqiang Pang Hong Wang 0021 Qi Xie 0002 Deyu Meng Zongben Xu TRG-Net: An Interpretable and Controllable Rain Generator. 2024 abs/2403.09993 CoRR https://doi.org/10.48550/arXiv.2403.09993 db/journals/corr/corr2403.html#abs-2403-09993

Fan Wang Yating Wang Wing Tat Leung Zongben Xu Learning-based Multi-continuum Model for Multiscale Flow Problems. 2024 abs/2403.14084 CoRR https://doi.org/10.48550/arXiv.2403.14084 db/journals/corr/corr2403.html#abs-2403-14084

Xiang Gu 0005 Xi Yu Yan Yang 0007 Jian Sun 0009 Zongben Xu Adversarial Reweighting with ɑ-Power Maximization for Domain Adaptation. 2024 abs/2404.17275 CoRR https://doi.org/10.48550/arXiv.2404.17275 db/journals/corr/corr2404.html#abs-2404-17275

Xuebin Ren Shusen Yang Cong Zhao 0001 Julie A. McCann Zongben Xu Belt and Brace: When Federated Learning Meets Differential Privacy. 2024 abs/2404.18814 CoRR https://doi.org/10.48550/arXiv.2404.18814 db/journals/corr/corr2404.html#abs-2404-18814

Shusen Yang Fangyuan Zhao Zihao Zhou Liang Shi Xuebin Ren Zongben Xu Review of Mathematical Optimization in Federated Learning. 2024 abs/2412.01630 CoRR https://doi.org/10.48550/arXiv.2412.01630 db/journals/corr/corr2412.html#abs-2412-01630 streams/journals/corr

Yuqian Yang Shusen Yang Cong Zhao 0001 Zongben Xu TelOps: AI-driven Operations and Maintenance for Telecommunication Networks. 2024 abs/2412.04731 CoRR https://doi.org/10.48550/arXiv.2412.04731 db/journals/corr/corr2412.html#abs-2412-04731 streams/journals/corr

Zhengyang Hu 0001 Jiang Xue 0001 Feng Li 0057 Qian Zhao 0002 Deyu Meng Zongben Xu Robust channel estimation based on the maximum entropy principle. 2023 December 66 Sci. China Inf. Sci. 12 https://doi.org/10.1007/s11432-023-3822-9 db/journals/chinaf/chinaf66.html#HuXLZMX23

Haotian Zhang 0023 Jianyong Sun Thomas Bäck Qingfu Zhang 0001 Zongben Xu Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]. 84-103 2023 February 18 IEEE Comput. Intell. Mag. 1 https://doi.org/10.1109/MCI.2022.3222057 db/journals/cim/cim18.html#ZhangSBZX23

Haotian Zhang 0023 Jianyong Sun Zongben Xu Jialong Shi Learning unified mutation operator for differential evolution by natural evolution strategies. 594-616 2023 632 Inf. Sci. https://doi.org/10.1016/j.ins.2023.03.043 db/journals/isci/isci632.html#ZhangSXS23

Yannan Pu Jian Sun 0009 Niansheng Tang Zongben Xu Deep expectation-maximization network for unsupervised image segmentation and clustering. 104717 2023 135 Image Vis. Comput. https://doi.org/10.1016/j.imavis.2023.104717 db/journals/ivc/ivc135.html#Pu0TX23

Fan Wang Xiang Gu 0005 Jian Sun 0009 Zongben Xu Learning-based local weighted least squares for algebraic multigrid method. 112437 2023 November 493 J. Comput. Phys. https://doi.org/10.1016/j.jcp.2023.112437 db/journals/jcphy/jcphy493.html#WangGSX23

Jun Shu Deyu Meng Zongben Xu Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks. 186:1-186:74 2023 24 J. Mach. Learn. Res. https://jmlr.org/papers/v24/21-0742.html db/journals/jmlr/jmlr24.html#ShuMX23

Jun Shu Yanwen Zhu Qian Zhao 0002 Deyu Meng Zongben Xu MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks. 3505-3521 2023 March 45 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2022.3184315 db/journals/pami/pami45.html#ShuZZMX23

Qi Xie 0002 Qian Zhao 0002 Zongben Xu Deyu Meng Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. 4537-4551 2023 April 45 IEEE Trans. Pattern Anal. Mach. Intell. 4 https://doi.org/10.1109/TPAMI.2022.3196652 db/journals/pami/pami45.html#XieZXM23

Jun Shu Xiang Yuan Deyu Meng Zongben Xu CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. 11521-11539 2023 October 45 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2023.3271451 db/journals/pami/pami45.html#ShuYMX23

Xiaorong Li Shipeng Wang 0002 Jian Sun 0009 Zongben Xu Variational Data-Free Knowledge Distillation for Continual Learning. 12618-12634 2023 October 45 IEEE Trans. Pattern Anal. Mach. Intell. 10 https://doi.org/10.1109/TPAMI.2023.3271626 db/journals/pami/pami45.html#LiWSX23

Cuican Yu Zihui Zhang Huibin Li 0001 Jian Sun 0009 Zongben Xu Meta-learning-based adversarial training for deep 3D face recognition on point clouds. 109065 2023 134 Pattern Recognit. https://doi.org/10.1016/j.patcog.2022.109065 db/journals/pr/pr134.html#YuZLSX23

Xiaorong Li Shipeng Wang 0002 Jian Sun 0009 Zongben Xu Memory efficient data-free distillation for continual learning. 109875 2023 December 144 Pattern Recognit. https://doi.org/10.1016/j.patcog.2023.109875 db/journals/pr/pr144.html#LiWSX23

Yan Yang 0007 Yizhou Wang 0006 Jiazhen Wang Jian Sun 0009 Zongben Xu An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee. 1791-1824 2023 September 16 SIAM J. Imaging Sci. 3 https://doi.org/10.1137/22m1502094 db/journals/siamis/siamis16.html#YangWWSX23

Jiazhen Wang Yan Yang 0007 Heran Yang Chunfeng Lian Zongben Xu Jian Sun 0009 MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging. 1018-1030 2023 9 IEEE Trans. Computational Imaging https://doi.org/10.1109/TCI.2023.3328281 db/journals/tci/tci9.html#WangYYLXS23

Wei Zheng 0004 Jianyong Sun Qingfu Zhang 0001 Zongben Xu Continuous Encoding for Overlapping Community Detection in Attributed Network. 5469-5482 2023 September 53 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2022.3155646 db/journals/tcyb/tcyb53.html#ZhengSZX23

Haotian Zhang 0023 Jianyong Sun Kay Chen Tan Zongben Xu Learning Adaptive Differential Evolution by Natural Evolution Strategies. 872-886 2023 June 7 IEEE Trans. Emerg. Top. Comput. Intell. 3 https://doi.org/10.1109/TETCI.2022.3210927 db/journals/tetci/tetci7.html#ZhangSTX23

Haotian Zhang 0023 Jianyong Sun Yuhao Wang 0006 Jialong Shi Zongben Xu Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. 1511-1526 2023 October 7 IEEE Trans. Emerg. Top. Comput. Intell. 5 https://doi.org/10.1109/TETCI.2022.3221483 db/journals/tetci/tetci7.html#ZhangSWSX23

Xin Liu 0078 Jianyong Sun Qingfu Zhang 0001 Zhenkun Wang 0001 Zongben Xu Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution. 1605-1620 2023 December 7 IEEE Trans. Emerg. Top. Comput. Intell. 6 https://doi.org/10.1109/TETCI.2023.3251441 db/journals/tetci/tetci7.html#LiuSZWX23

Feipeng Li Jinghuai Gao Zhaoqi Gao Chuang Li 0003 Qingzhen Wang Wenbo Sun Zongben Xu Generating Azimuth-Reflection Angle Gathers From Reverse Time Migration Using the High-Dimensional Local Phase Space Approximation of Seismic Wavefields. 1-14 2023 61 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2022.3232733 db/journals/tgrs/tgrs61.html#LiGGLWSX23

Heran Yang Jian Sun 0009 Zongben Xu Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities. 3678-3689 2023 December 42 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2023.3301934 db/journals/tmi/tmi42.html#YangSX23

Xunmeng Wu Zai Yang Zongben Xu Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER). 3242-3256 2023 71 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2023.3309459 db/journals/tsp/tsp71.html#WuYX23

Qian Xu 0017 Jianyong Sun Zongben Xu Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System. 15941-15952 2023 December 72 IEEE Trans. Veh. Technol. 12 https://doi.org/10.1109/TVT.2023.3293848 db/journals/tvt/tvt72.html#XuSX23

Yuwen Yang Feifei Gao 0001 Jiang Xue 0001 Ting Zhou Zongben Xu MIMO Detector Selection With Federated Learning. 4654-4667 2023 July 22 IEEE Trans. Wirel. Commun. 7 https://doi.org/10.1109/TWC.2022.3227636 db/journals/twc/twc22.html#YangGXZX23

Qiang Hu Feifei Gao 0001 Hao Zhang 0026 Geoffrey Ye Li Zongben Xu Understanding Deep MIMO Detection. 9626-9639 2023 December 22 IEEE Trans. Wirel. Commun. 12 https://doi.org/10.1109/TWC.2023.3272525 db/journals/twc/twc22.html#HuGZLX23

Xunmeng Wu Zai Yang Jian-Feng Cai 0001 Zongben Xu Spectral Super-Resolution on the Unit Circle Via Gradient Descent. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10096359 conf/icassp/2023 db/conf/icassp/icassp2023.html#WuYCX23 Cuican Yu Guansong Lu Yihan Zeng Jian Sun 0009 Xiaodan Liang Huibin Li 0001 Zongben Xu Songcen Xu Wei Zhang 0196 Hang Xu 0004 Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. 15280-15291 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01406 conf/iccv/2023 db/conf/iccv/iccv2023.html#YuLZSLLXXZX23 Xiang Gu 0005 Liwei Yang Jian Sun 0009 Zongben Xu Optimal Transport-Guided Conditional Score-Based Diffusion Model. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/72c12e48c6135762f56bf188cd2479d2-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#0005YSX23 Xunmeng Wu Zai Yang Zhiqiang Wei 0001 Zongben Xu Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART). 175-179 2023 SSP https://doi.org/10.1109/SSP53291.2023.10208081 conf/ssp/2023 db/conf/ssp/ssp2023.html#WuYWX23

Kehui Ding Jun Shu Deyu Meng Zongben Xu Improve Noise Tolerance of Robust Loss via Noise-Awareness. 2023 abs/2301.07306 CoRR https://doi.org/10.48550/arXiv.2301.07306 db/journals/corr/corr2301.html#abs-2301-07306

Xiang Gu 0005 Yucheng Yang 0004 Wei Zeng Jian Sun 0009 Zongben Xu Keypoint-Guided Optimal Transport. 2023 abs/2303.13102 CoRR https://doi.org/10.48550/arXiv.2303.13102 db/journals/corr/corr2303.html#abs-2303-13102

Jun Shu Xiang Yuan Deyu Meng Zongben Xu DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning. 2023 abs/2305.07892 CoRR https://doi.org/10.48550/arXiv.2305.07892 db/journals/corr/corr2305.html#abs-2305-07892

Cuican Yu Guansong Lu Yihan Zeng Jian Sun 0009 Xiaodan Liang Huibin Li 0001 Zongben Xu Songcen Xu Wei Zhang 0196 Hang Xu 0004 Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. 2023 abs/2308.16758 CoRR https://doi.org/10.48550/arXiv.2308.16758 db/journals/corr/corr2308.html#abs-2308-16758

Xiang Gu 0005 Liwei Yang Jian Sun 0009 Zongben Xu Optimal Transport-Guided Conditional Score-Based Diffusion Models. 2023 abs/2311.01226 CoRR https://doi.org/10.48550/arXiv.2311.01226 db/journals/corr/corr2311.html#abs-2311-01226

Jiahong Fu Qi Xie 0002 Deyu Meng Zongben Xu Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. 2023 abs/2312.15701 CoRR https://doi.org/10.48550/arXiv.2312.15701 db/journals/corr/corr2312.html#abs-2312-15701

Xiaobo Liu Wei Xue Xiaoming Chen 0002 Anxue Zhang Qiang Cheng 0002 Zongben Xu On the uniqueness of virtual substrate for metasurface in a dielectric half-space. 2022 65 Sci. China Inf. Sci. 1 https://doi.org/10.1007/s11432-020-3230-4 db/journals/chinaf/chinaf65.html#LiuXCZCX22

Xiaohui Yang Zheng Wang Jian Sun 0009 Zongben Xu Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization. 1-18 2022 65 Sci. China Inf. Sci. 8 https://doi.org/10.1007/s11432-021-3319-4 db/journals/chinaf/chinaf65.html#YangWSX22

Yuwen Yang Feifei Gao 0001 Mingjin Wang Jiang Xue 0001 Zongben Xu Dynamic Neural Network for MIMO Detection. 2254-2266 2022 40 IEEE J. Sel. Areas Commun. 8 https://doi.org/10.1109/JSAC.2022.3180794 db/journals/jsac/jsac40.html#YangGW0X22

Jianyong Sun Qingming Kong Zongben Xu Deep alternating non-negative matrix factorisation. 109210 2022 251 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.109210 https://www.wikidata.org/entity/Q114152612 db/journals/kbs/kbs251.html#SunKX22

Qi Xie 0002 Minghao Zhou Qian Zhao 0002 Zongben Xu Deyu Meng MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion. 1457-1473 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2020.3015691 https://www.wikidata.org/entity/Q98383928 db/journals/pami/pami44.html#XieZZXM22

Shipeng Wang 0002 Yan Yang 0007 Jian Sun 0009 Zongben Xu Variational HyperAdam: A Meta-Learning Approach to Network Training. 4469-4484 2022 44 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2021.3061581 db/journals/pami/pami44.html#WangYSX22

Jianyong Sun Wei Zheng 0004 Qingfu Zhang 0001 Zongben Xu Graph Neural Network Encoding for Community Detection in Attribute Networks. 7791-7804 2022 52 IEEE Trans. Cybern. 8 https://doi.org/10.1109/TCYB.2021.3051021 db/journals/tcyb/tcyb52.html#SunZZX22

Xiangyong Cao Xueyang Fu Danfeng Hong Zongben Xu Deyu Meng PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening. 1-13 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3115501 db/journals/tgrs/tgrs60.html#CaoFHXM22

Zhaoqi Gao Sichao Hu Chuang Li 0003 Hongling Chen Xiudi Jiang Zhibin Pan Jinghuai Gao Zongben Xu A Deep-Learning-Based Generalized Convolutional Model For Seismic Data and Its Application in Seismic Deconvolution. 1-17 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3076991 db/journals/tgrs/tgrs60.html#GaoHLCJPGX22

Zhaoqi Gao Wei Yang Chuang Li 0003 Feipeng Li Qingzhen Wang Jicai Ding Jinghuai Gao Zongben Xu Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion. 1-18 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2022.3175184 db/journals/tgrs/tgrs60.html#GaoYLLWDGX22

Naihao Liu Teng Huang Jinghuai Gao Zongben Xu Daxing Wang Fangyu Li 0002 Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs. 1-13 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3085340 https://www.wikidata.org/entity/Q124659269 db/journals/tgrs/tgrs60.html#LiuHGXWL22

Naihao Liu Fangyu Li 0002 Dehua Wang Jinghuai Gao Zongben Xu Ground-Roll Separation and Attenuation Using Curvelet-Based Multichannel Variational Mode Decomposition. 1-14 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3054749 https://www.wikidata.org/entity/Q124659261 db/journals/tgrs/tgrs60.html#LiuLWGX22

Linan Xu Zhaoqi Gao Sichao Hu Jinghuai Gao Zongben Xu Simultaneous Inversion for Reflectivity and Q Using Nonstationary Seismic Data With Deep-Learning-Based Decoupling. 1-15 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/tgrs.2022.3226723 db/journals/tgrs/tgrs60.html#XuGHGX22

Jing Yao 0002 Xiangyong Cao Danfeng Hong Xin Wu 0001 Deyu Meng Jocelyn Chanussot Zongben Xu Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. 1-15 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2022.3206208 db/journals/tgrs/tgrs60.html#YaoCHWMCX22

Jing Yao 0002 Danfeng Hong Lin Xu 0001 Deyu Meng Jocelyn Chanussot Zongben Xu Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. 1-14 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3069845 db/journals/tgrs/tgrs60.html#YaoHXMCX22

Xunmeng Wu Zai Yang Petre Stoica Zongben Xu Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach. 4156-4169 2022 70 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2022.3198863 db/journals/tsp/tsp70.html#WuYSX22

Yiqing Zhang 0001 Jianyong Sun Jiang Xue 0001 Geoffrey Ye Li Zongben Xu Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection. 4483-4497 2022 70 IEEE Trans. Signal Process. https://doi.org/10.1109/TSP.2022.3205478 db/journals/tsp/tsp70.html#ZhangSXLX22

Heng Du Yun Deng Jiang Xue 0001 Deyu Meng Qian Zhao 0002 Zongben Xu Robust Online CSI Estimation in a Complex Environment. 8322-8336 2022 21 IEEE Trans. Wirel. Commun. 10 https://doi.org/10.1109/TWC.2022.3165588 db/journals/twc/twc21.html#DuDXMZX22

Jiahong Fu Hong Wang 0021 Qi Xie 0002 Qian Zhao 0002 Deyu Meng Zongben Xu KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. 235-253 2022 ECCV (19) https://doi.org/10.1007/978-3-031-19800-7_14 conf/eccv/2022-19 db/conf/eccv/eccv2022-19.html#FuWXZMX22 Haotian Zhang 0023 Jialong Shi Jianyong Sun Zongben Xu Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. 383-386 2022 GECCO Companion https://doi.org/10.1145/3520304.3528906 conf/gecco/2022c db/conf/gecco/gecco2022c.html#ZhangSSX22 Shibo Wang 0002 Shusen Yang Hailiang Li Xiaodan Zhang Chen Zhou Chenren Xu Feng Qian 0001 Nanbin Wang Zongben Xu SalientVR: saliency-driven mobile 360-degree video streaming with gaze information. 542-555 2022 MobiCom https://doi.org/10.1145/3495243.3517018 https://www.wikidata.org/entity/Q131022247 conf/mobicom/2022 db/conf/mobicom/mobicom2022.html#WangYLZZXQWX22 Xiang Gu 0005 Yucheng Yang 0004 Wei Zeng Jian Sun 0009 Zongben Xu Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/6091c5644d73637e3cccdcab52a7031f-Abstract-Conference.html db/conf/nips/neurips2022.html#0005YZSX22 Xuebin Ren Liang Shi Weiren Yu Shusen Yang Cong Zhao 0001 Zongben Xu LDP-IDS: Local Differential Privacy for Infinite Data Streams. 1064-1077 2022 SIGMOD Conference https://doi.org/10.1145/3514221.3526190 conf/sigmod/2022 db/conf/sigmod/sigmod2022.html#RenSYYZX22 Feng Li 0057 Gang Dai Heng Du Yiqing Zhang 0001 Zhengyang Hu 0001 Guanzhang Liu Runhua Li Jiang Xue 0001 Zongben Xu Unified Mathematical Framework for Intelligent Transceiver Design. 1-5 2022 VTC Fall https://doi.org/10.1109/VTC2022-Fall57202.2022.10013067 conf/vtc/2022f db/conf/vtc/vtc2022f.html#LiDDZHLL0X22

Jun Shu Xiang Yuan Deyu Meng Zongben Xu CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. 2022 abs/2202.05613 CoRR https://arxiv.org/abs/2202.05613 db/journals/corr/corr2202.html#abs-2202-05613

Xuebin Ren Liang Shi Weiren Yu Shusen Yang Cong Zhao 0001 Zongben Xu LDP-IDS: Local Differential Privacy for Infinite Data Streams. 2022 abs/2204.00526 CoRR https://doi.org/10.48550/arXiv.2204.00526 db/journals/corr/corr2204.html#abs-2204-00526

Jiahong Fu Hong Wang 0021 Qi Xie 0002 Qian Zhao 0002 Deyu Meng Zongben Xu KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. 2022 abs/2209.10305 CoRR https://doi.org/10.48550/arXiv.2209.10305 db/journals/corr/corr2209.html#abs-2209-10305

Cuican Yu Zihui Zhang Huibin Li 0001 Jian Sun 0009 Zongben Xu A distribution independence based method for 3D face shape decomposition. 103244 2021 210 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2021.103244 db/journals/cviu/cviu210.html#YuZLSX21

Lixuan Yi Qian Zhao 0002 Wei Wei 0006 Zongben Xu Robust online rain removal for surveillance videos with dynamic rains. 107006 2021 222 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.107006 db/journals/kbs/kbs222.html#YiZWX21

Zhaoqi Gao Chuang Li 0003 Tao Yang Zhibin Pan Jinghuai Gao Zongben Xu OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion. 208-212 2021 18 IEEE Geosci. Remote. Sens. Lett. 2 https://doi.org/10.1109/LGRS.2020.2973266 db/journals/lgrs/lgrs18.html#GaoLYPGX21

Chen Qiao Lan Yang 0010 Vince D. Calhoun Zong-Ben Xu Yu-Ping Wang 0002 Sparse deep dictionary learning identifies differences of time-varying functional connectivity in brain neuro-developmental study. 91-104 2021 135 Neural Networks https://doi.org/10.1016/j.neunet.2020.12.007 https://www.wikidata.org/entity/Q104611959 db/journals/nn/nn135.html#QiaoYCXW21

Junxiong Jia Qian Zhao 0002 Zongben Xu Deyu Meng Yee Leung Variational Bayes' Method for Functions with Applications to Some Inverse Problems. A355-A383 2021 43 SIAM J. Sci. Comput. 1 https://doi.org/10.1137/19M130409X db/journals/siamsc/siamsc43.html#JiaZXML21

Tian-Hui Ma Zongben Xu Deyu Meng Xi-Le Zhao Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. 1628-1644 2021 14 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2020.3046488 https://www.wikidata.org/entity/Q113089208 db/journals/staeors/staeors14.html#MaXMZ21

Kaidong Wang Yao Wang 0003 Qian Zhao 0002 Deyu Meng Xiuwu Liao Zongben Xu SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning. 1556-1570 2021 51 IEEE Trans. Cybern. 3 https://doi.org/10.1109/TCYB.2019.2957101 https://www.wikidata.org/entity/Q92275561 db/journals/tcyb/tcyb51.html#WangWZMLX21

Jianyong Sun Xin Liu 0078 Thomas Bäck Zongben Xu Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient. 666-680 2021 25 IEEE Trans. Evol. Comput. 4 https://doi.org/10.1109/TEVC.2021.3060811 https://www.wikidata.org/entity/Q114984797 db/journals/tec/tec25.html#SunLBX21

Zhaoqi Gao Chuang Li 0003 Naihao Liu Zhibin Pan Jinghuai Gao Zongben Xu Large-Dimensional Seismic Inversion Using Global Optimization With Autoencoder-Based Model Dimensionality Reduction. 1718-1732 2021 59 IEEE Trans. Geosci. Remote. Sens. 2 https://doi.org/10.1109/TGRS.2020.2998035 https://www.wikidata.org/entity/Q124659285 db/journals/tgrs/tgrs59.html#GaoLLPGX21

Danfeng Hong Jing Yao 0002 Deyu Meng Zongben Xu Jocelyn Chanussot Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation. 5103-5113 2021 59 IEEE Trans. Geosci. Remote. Sens. 6 https://doi.org/10.1109/TGRS.2020.3020823 db/journals/tgrs/tgrs59.html#HongYMXC21

Haotian Zhang 0023 Jianyong Sun Zongben Xu Learning to Mutate for Differential Evolution. 1-8 2021 CEC https://doi.org/10.1109/CEC45853.2021.9504990 conf/cec/2021 db/conf/cec/cec2021.html#ZhangSX21 Shipeng Wang 0002 Xiaorong Li Jian Sun 0009 Zongben Xu Training Networks in Null Space of Feature Covariance for Continual Learning. 184-193 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Wang_Training_Networks_in_Null_Space_of_Feature_Covariance_for_Continual_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00025 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#WangL0X21 Heran Yang Jian Sun 0009 Liwei Yang Zongben Xu A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. 127-137 2021 MICCAI (3) https://doi.org/10.1007/978-3-030-87199-4_12 conf/miccai/2021-3 db/conf/miccai/miccai2021-3.html#YangSYX21 Xiang Gu 0005 Xi Yu Yan Yang 0007 Jian Sun 0009 Zongben Xu Adversarial Reweighting for Partial Domain Adaptation. 14860-14872 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/7ce3284b743aefde80ffd9aec500e085-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#GuYYSX21

Jianyong Sun Xin Liu 0078 Thomas Bäck Zongben Xu Learning adaptive differential evolution algorithm from optimization experiences by policy gradient. 2021 abs/2102.03572 CoRR https://arxiv.org/abs/2102.03572 db/journals/corr/corr2102.html#abs-2102-03572

Shipeng Wang 0002 Xiaorong Li Jian Sun 0009 Zongben Xu Training Networks in Null Space of Feature Covariance for Continual Learning. 2021 abs/2103.07113 CoRR https://arxiv.org/abs/2103.07113 db/journals/corr/corr2103.html#abs-2103-07113

Jun Shu Deyu Meng Zongben Xu Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks. 2021 abs/2107.02378 CoRR https://arxiv.org/abs/2107.02378 db/journals/corr/corr2107.html#abs-2107-02378

Heran Yang Jian Sun 0009 Liwei Yang Zongben Xu A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. 2021 abs/2107.11945 CoRR https://arxiv.org/abs/2107.11945 db/journals/corr/corr2107.html#abs-2107-11945

Qi Xie 0002 Qian Zhao 0002 Zongben Xu Deyu Meng Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. 2021 abs/2107.14519 CoRR https://arxiv.org/abs/2107.14519 db/journals/corr/corr2107.html#abs-2107-14519

Qi Xie 0002 Qian Zhao 0002 Zongben Xu Deyu Meng Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising. 2020 63 Sci. China Inf. Sci. 12 https://doi.org/10.1007/s11432-020-2880-3 db/journals/chinaf/chinaf63.html#XieZXM20

Yan Yang 0007 Jian Sun 0009 Huibin Li 0001 Zongben Xu ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing. 521-538 2020 42 IEEE Trans. Pattern Anal. Mach. Intell. 3 https://doi.org/10.1109/TPAMI.2018.2883941 https://www.wikidata.org/entity/Q90210567 db/journals/pami/pami42.html#YangSLX20

Benzhi Chen Lisheng Wang Xiuying Wang 0001 Jian Sun 0009 Yijie Huang Dagan Feng 0001 Zongben Xu Abnormality detection in retinal image by individualized background learning. 107209 2020 102 Pattern Recognit. https://doi.org/10.1016/j.patcog.2020.107209 https://www.wikidata.org/entity/Q109536031 db/journals/pr/pr102.html#ChenWWSHFX20

Tian-Hui Ma Zongben Xu Deyu Meng Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling. 1278 2020 12 Remote. Sens. 8 https://doi.org/10.3390/rs12081278 db/journals/remotesensing/remotesensing12.html#MaXM20

Yang Chen 0057 Yudu Li Zongben Xu Improved Low-Rank Filtering of MR Spectroscopic Imaging Data With Pre-Learnt Subspace and Spatial Constraints. 2381-2388 2020 67 IEEE Trans. Biomed. Eng. 8 https://doi.org/10.1109/TBME.2019.2961698 https://www.wikidata.org/entity/Q92216142 db/journals/tbe/tbe67.html#ChenLX20

Jian Fang 0001 Shaobo Lin Zongben Xu Learning Through Deterministic Assignment of Hidden Parameters. 2321-2334 2020 50 IEEE Trans. Cybern. 5 https://doi.org/10.1109/TCYB.2018.2885029 https://www.wikidata.org/entity/Q90736223 db/journals/tcyb/tcyb50.html#FangLX20

Xiangyong Cao Jing Yao 0002 Zongben Xu Deyu Meng Hyperspectral Image Classification With Convolutional Neural Network and Active Learning. 4604-4616 2020 58 IEEE Trans. Geosci. Remote. Sens. 7 https://doi.org/10.1109/TGRS.2020.2964627 db/journals/tgrs/tgrs58.html#CaoYXM20

Kaidong Wang Yao Wang 0003 Xi-Le Zhao Jonathan Cheung-Wai Chan Zongben Xu Deyu Meng Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing. 7654-7671 2020 58 IEEE Trans. Geosci. Remote. Sens. 11 https://doi.org/10.1109/TGRS.2020.2983063 db/journals/tgrs/tgrs58.html#WangWZCXM20

Haixia Bi Lin Xu 0001 Xiangyong Cao Yong Xue Zongben Xu Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field. 6601-6614 2020 29 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2020.2992177 db/journals/tip/tip29.html#BiXCXX20

Dong Zeng Lisha Yao Yongshuai Ge Sui Li Qi Xie 0002 Hao Zhang 0026 Zhaoying Bian Qian Zhao 0002 Yuanqing Li 0001 Zongben Xu Deyu Meng Jianhua Ma 0001 Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction. 2831-2843 2020 39 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/TMI.2020.2976692 https://www.wikidata.org/entity/Q89951344 db/journals/tmi/tmi39.html#ZengYGLXZBZLXMM20

Heran Yang Jian Sun 0009 Aaron Carass Can Zhao 0001 Junghoon Lee Jerry L. Prince Zongben Xu Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN. 4249-4261 2020 39 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2020.3015379 https://www.wikidata.org/entity/Q98383934 db/journals/tmi/tmi39.html#YangSCZLPX20

Jianyong Sun Yiqing Zhang 0001 Jiang Xue 0001 Zongben Xu Learning to Search for MIMO Detection. 7571-7584 2020 19 IEEE Trans. Wirel. Commun. 11 https://doi.org/10.1109/TWC.2020.3012785 db/journals/twc/twc19.html#SunZXX20

Haotian Zhang 0023 Jianyong Sun Zongben Xu Adaptive Structural Hyper-Parameter Configuration by Q-Learning. 1-8 2020 CEC https://doi.org/10.1109/CEC48606.2020.9185665 conf/cec/2020 db/conf/cec/cec2020.html#ZhangSX20 Xiang Gu 0005 Jian Sun 0009 Zongben Xu Spherical Space Domain Adaptation With Robust Pseudo-Label Loss. 9098-9107 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Gu_Spherical_Space_Domain_Adaptation_With_Robust_Pseudo-Label_Loss_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00912 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#GuSX20 Jing Yao 0002 Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu 0001 Zongben Xu Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. 208-224 2020 ECCV (29) https://doi.org/10.1007/978-3-030-58526-6_13 conf/eccv/2020-29 db/conf/eccv/eccv2020-29.html#YaoHCMZX20 Zhengyang Hu 0001 Jiang Xue 0001 Deyu Meng Qian Zhao 0002 Zongben Xu MEP-Based Channel Estimation under Complex Communication Environment. 1-5 2020 ICC https://doi.org/10.1109/ICC40277.2020.9149354 conf/icc/2020 db/conf/icc/icc2020.html#HuXM0X20 Yan Yang 0007 Na Wang Heran Yang Jian Sun 0009 Zongben Xu Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR Image. 188-198 2020 MICCAI (2) https://doi.org/10.1007/978-3-030-59713-9_19 conf/miccai/2020-2 db/conf/miccai/miccai2020-2.html#YangWYSX20 Zongben Xu On Presuppositions of Machine Learning: A Meta Theory. 4 2020 SIGIR https://doi.org/10.1145/3397271.3402428 conf/sigir/2020 db/conf/sigir/sigir2020.html#Xu20

Jun Shu Qian Zhao 0002 Keyu Chen Zongben Xu Deyu Meng Learning Adaptive Loss for Robust Learning with Noisy Labels. 2020 abs/2002.06482 CoRR https://arxiv.org/abs/2002.06482 db/journals/corr/corr2002.html#abs-2002-06482

Haotian Zhang 0023 Jianyong Sun Zongben Xu Adaptive Structural Hyper-Parameter Configuration by Q-Learning. 2020 abs/2003.00863 CoRR https://arxiv.org/abs/2003.00863 db/journals/corr/corr2003.html#abs-2003-00863

Haotian Zhang 0023 Jianyong Sun Zongben Xu Learning to be Global Optimizer. 2020 abs/2003.04521 CoRR https://arxiv.org/abs/2003.04521 db/journals/corr/corr2003.html#abs-2003-04521

Jianyong Sun Wei Zheng 0004 Qingfu Zhang 0001 Zongben Xu Graph Neural Network Encoding for Community Detection in Attribute Networks. 2020 abs/2006.03996 CoRR https://arxiv.org/abs/2006.03996 db/journals/corr/corr2006.html#abs-2006-03996

Jun Shu Qian Zhao 0002 Zongben Xu Deyu Meng Meta Transition Adaptation for Robust Deep Learning with Noisy Labels. 2020 abs/2006.05697 CoRR https://arxiv.org/abs/2006.05697 db/journals/corr/corr2006.html#abs-2006-05697

Jing Yao 0002 Danfeng Hong Jocelyn Chanussot Deyu Meng Xiaoxiang Zhu 0001 Zongben Xu Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. 2020 abs/2007.05230 CoRR https://arxiv.org/abs/2007.05230 db/journals/corr/corr2007.html#abs-2007-05230

Jun Shu Yanwen Zhu Qian Zhao 0002 Deyu Meng Zongben Xu Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize. 2020 abs/2007.14546 CoRR https://arxiv.org/abs/2007.14546 db/journals/corr/corr2007.html#abs-2007-14546

Haixia Bi Lin Xu 0001 Xiangyong Cao Yong Xue Zongben Xu Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field. 2020 abs/2008.11014 CoRR https://arxiv.org/abs/2008.11014 db/journals/corr/corr2008.html#abs-2008-11014

Ziyi Yang 0007 Jun Shu Yong Liang 0001 Deyu Meng Zongben Xu Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction. 2020 abs/2009.00792 CoRR https://arxiv.org/abs/2009.00792 db/journals/corr/corr2009.html#abs-2009-00792

Haotian Zhang 0023 Yuhao Wang 0006 Jianyong Sun Zongben Xu Amortized Variational Deep Q Network. 2020 abs/2011.01706 CoRR https://arxiv.org/abs/2011.01706 db/journals/corr/corr2011.html#abs-2011-01706

Mingwei Dai Xiang Wan Hao Peng Yao Wang 0003 Yue Liu 0035 Jin Liu 0011 Zongben Xu Can Yang 0002 Joint analysis of individual-level and summary-level GWAS data by leveraging pleiotropy. 1729-1736 2019 35 Bioinform. 10 https://doi.org/10.1093/bioinformatics/bty870 https://www.wikidata.org/entity/Q57279720 db/journals/bioinformatics/bioinformatics35.html#DaiWPWLLXY19

Xiangyong Cao Zongben Xu Deyu Meng Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field. 1565 2019 11 Remote. Sens. 13 https://doi.org/10.3390/rs11131565 https://www.wikidata.org/entity/Q127520051 db/journals/remotesensing/remotesensing11.html#CaoXM19

Haixia Bi Jian Sun 0009 Zongben Xu A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification. 2116-2132 2019 57 IEEE Trans. Geosci. Remote. Sens. 4 https://doi.org/10.1109/TGRS.2018.2871504 https://www.wikidata.org/entity/Q129118904 db/journals/tgrs/tgrs57.html#Bi0X19

Zhaoqi Gao Zhibin Pan Chen Zuo Jinghuai Gao Zongben Xu An Optimized Deep Network Representation of Multimutation Differential Evolution and its Application in Seismic Inversion. 4720-4734 2019 57 IEEE Trans. Geosci. Remote. Sens. 7 https://doi.org/10.1109/TGRS.2019.2892567 https://www.wikidata.org/entity/Q128423418 db/journals/tgrs/tgrs57.html#GaoPZGX19

Haixia Bi Feng Xu 0001 Zhiqiang Wei 0004 Yong Xue Zongben Xu An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification. 9378-9395 2019 57 IEEE Trans. Geosci. Remote. Sens. 11 https://doi.org/10.1109/TGRS.2019.2926434 db/journals/tgrs/tgrs57.html#BiXWXX19

Jing Yao 0002 Deyu Meng Qian Zhao 0002 Wenfei Cao Zongben Xu Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing. 2991-3006 2019 28 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2019.2893068 https://www.wikidata.org/entity/Q91158957 db/journals/tip/tip28.html#YaoMZCX19

Sui Li Dong Zeng Jiangjun Peng Zhaoying Bian Hao Zhang 0026 Qi Xie 0002 Yongbo Wang Yuting Liao Shanli Zhang Jing Huang 0018 Deyu Meng Zongben Xu Jianhua Ma 0001 An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization. 360-370 2019 38 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2018.2865198 https://www.wikidata.org/entity/Q90939301 db/journals/tmi/tmi38.html#LiZPBZXWLZHMXM19

Ji He 0001 Yan Yang 0007 Yongbo Wang Dong Zeng Zhaoying Bian Hao Zhang 0026 Jian Sun 0009 Zongben Xu Jianhua Ma 0001 Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction. 371-382 2019 38 IEEE Trans. Medical Imaging 2 https://doi.org/10.1109/TMI.2018.2865202 https://www.wikidata.org/entity/Q90939305 db/journals/tmi/tmi38.html#HeYWZBZSXM19

Hengtao He Shi Jin 0002 Chao-Kai Wen Feifei Gao 0001 Geoffrey Ye Li Zongben Xu Model-Driven Deep Learning for Physical Layer Communications. 77-83 2019 26 IEEE Wirel. Commun. 5 https://doi.org/10.1109/MWC.2019.1800447 https://www.wikidata.org/entity/Q127876853 db/journals/wc/wc26.html#HeJWGLX19

Shipeng Wang 0002 Jian Sun 0009 Zongben Xu HyperAdam: A Learnable Task-Adaptive Adam for Network Training. 5297-5304 2019 AAAI https://doi.org/10.1609/aaai.v33i01.33015297 conf/aaai/2019 db/conf/aaai/aaai2019.html#Wang0X19 Qi Xie 0002 Minghao Zhou Qian Zhao 0002 Deyu Meng Wangmeng Zuo Zongben Xu Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. 1585-1594 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Xie_Multispectral_and_Hyperspectral_Image_Fusion_by_MSHS_Fusion_Net_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00168 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#XieZ0MZX19 Wei Wei 0006 Deyu Meng Qian Zhao 0002 Zongben Xu Ying Wu Semi-Supervised Transfer Learning for Image Rain Removal. 3877-3886 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Wei_Semi-Supervised_Transfer_Learning_for_Image_Rain_Removal_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00400 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#WeiMZXW19 Haipei Zhang Jiang Xue 0001 Deyu Meng Qian Zhao 0002 Zongben Xu Robust CSI Estimation Under Complex Communication Environment. 1-6 2019 ICC https://doi.org/10.1109/ICC.2019.8761122 conf/icc/2019 db/conf/icc/icc2019.html#ZhangXM0X19 Haixia Bi Feng Xu 0001 Zhiqiang Wei 0004 Yibo Han Yuanlong Cui Yong Xue Zongben Xu Unsupervised PolSAR Image Factorization with Deep Convolutional Networks. 1061-1064 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8900489 conf/igarss/2019 db/conf/igarss/igarss2019.html#BiXWHCXX19 Haixia Bi Feng Xu 0001 Zhiqiang Wei 0004 Yibo Han Yuanlong Cui Yong Xue Zongben Xu An Active Deep Learning Approach for Minimally-Supervised Polsar Image Classification. 3185-3188 2019 IGARSS https://doi.org/10.1109/IGARSS.2019.8899214 conf/igarss/2019 db/conf/igarss/igarss2019.html#BiXWHCXX19a Nan Meng Yan Yang 0007 Zongben Xu Jian Sun 0009 A Prior Learning Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging. 732-740 2019 MICCAI (4) https://doi.org/10.1007/978-3-030-32251-9_80 conf/miccai/2019-4 db/conf/miccai/miccai2019-4.html#Meng0X019 Jian Sun 0009 Zongben Xu Neural Diffusion Distance for Image Segmentation. 1441-1451 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/fa3a3c407f82377f55c19c5d403335c7-Abstract.html http://papers.nips.cc/paper/8424-neural-diffusion-distance-for-image-segmentation conf/nips/2019 db/conf/nips/nips2019.html#0009X19 Jun Shu Qi Xie 0002 Lixuan Yi Qian Zhao 0002 Sanping Zhou Zongben Xu Deyu Meng Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting. 1917-1928 2019 NeurIPS https://proceedings.neurips.cc/paper/2019/hash/e58cc5ca94270acaceed13bc82dfedf7-Abstract.html http://papers.nips.cc/paper/8467-meta-weight-net-learning-an-explicit-mapping-for-sample-weighting conf/nips/2019 db/conf/nips/nips2019.html#ShuXY0ZXM19

Qi Xie 0002 Minghao Zhou Qian Zhao 0002 Deyu Meng Wangmeng Zuo Zongben Xu Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net. 2019 abs/1901.03281 CoRR http://arxiv.org/abs/1901.03281 db/journals/corr/corr1901.html#abs-1901-03281

Jun Shu Qi Xie 0002 Lixuan Yi Qian Zhao 0002 Sanping Zhou Zongben Xu Deyu Meng Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels. 2019 abs/1902.07379 CoRR http://arxiv.org/abs/1902.07379 db/journals/corr/corr1902.html#abs-1902-07379

Junxiong Jia Qian Zhao 0002 Zongben Xu Deyu Meng Variational Bayes' method for functions with applications to some inverse problems. 2019 abs/1907.03889 CoRR http://arxiv.org/abs/1907.03889 db/journals/corr/corr1907.html#abs-1907-03889

Fenghui Wang Wenfei Cao Zongben Xu Convergence of multi-block Bregman ADMM for nonconvex composite problems. 122101:1-122101:12 2018 61 Sci. China Inf. Sci. 12 https://doi.org/10.1007/s11432-017-9367-6 https://www.wikidata.org/entity/Q129609500 db/journals/chinaf/chinaf61.html#WangCX18

Jing Yao 0002 Xiangyong Cao Qian Zhao 0002 Deyu Meng Zongben Xu Robust subspace clustering via penalized mixture of Gaussians. 4-11 2018 278 Neurocomputing https://doi.org/10.1016/j.neucom.2017.05.102 db/journals/ijon/ijon278.html#YaoCZMX18

Benzhi Chen Lisheng Wang Jian Sun 0009 Huai Chen Yinghua Fu Shouren Lan Yijie Huang Zongben Xu Diverse lesion detection from retinal images by subspace learning over normal samples. 59-70 2018 297 Neurocomputing https://doi.org/10.1016/j.neucom.2018.03.023 db/journals/ijon/ijon297.html#ChenWSCFLHX18

Heran Yang Jian Sun 0009 Huibin Li 0001 Lisheng Wang Zongben Xu Neural multi-atlas label fusion: Application to cardiac MR images. 60-75 2018 49 Medical Image Anal. https://doi.org/10.1016/j.media.2018.07.009 https://www.wikidata.org/entity/Q64122932 db/journals/mia/mia49.html#YangSLWX18

Qi Xie 0002 Qian Zhao 0002 Deyu Meng Zongben Xu Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery. 1888-1902 2018 40 IEEE Trans. Pattern Anal. Mach. Intell. 8 https://doi.org/10.1109/TPAMI.2017.2734888 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2017.2734888 https://www.wikidata.org/entity/Q38636916 db/journals/pami/pami40.html#XieZMX18

Lin Xu 0001 Shaobo Lin Jinshan Zeng Xia Liu Yi Fang 0006 Zongben Xu Greedy Criterion in Orthogonal Greedy Learning. 955-966 2018 48 IEEE Trans. Cybern. 3 https://doi.org/10.1109/TCYB.2017.2669259 https://www.wikidata.org/entity/Q50453322 db/journals/tcyb/tcyb48.html#XuLZLFX18

Yang Chen 0057 Xiangyong Cao Qian Zhao 0002 Deyu Meng Zongben Xu Denoising Hyperspectral Image With Non-i.i.d. Noise Structure. 1054-1066 2018 48 IEEE Trans. Cybern. 3 https://doi.org/10.1109/TCYB.2017.2677944 https://www.wikidata.org/entity/Q47742224 db/journals/tcyb/tcyb48.html#ChenCZMX18

Xiangyong Cao Feng Zhou 0001 Lin Xu 0001 Deyu Meng Zongben Xu John W. Paisley Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network. 2354-2367 2018 27 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2018.2799324 https://www.wikidata.org/entity/Q87848752 db/journals/tip/tip27.html#CaoZXMXP18

Hui Li 0020 Qingfu Zhang 0001 Jingda Deng Zong-Ben Xu A Preference-Based Multiobjective Evolutionary Approach for Sparse Optimization. 1716-1731 2018 29 IEEE Trans. Neural Networks Learn. Syst. 5 https://doi.org/10.1109/TNNLS.2017.2677973 https://www.wikidata.org/entity/Q50664593 db/journals/tnn/tnn29.html#LiZDX18

Tieliang Gong Guangtao Wang Jieping Ye Zongben Xu Ming Lin Margin Based PU Learning. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.11698 conf/aaai/2018 db/conf/aaai/aaai2018.html#GongWYXL18 3037-3044 Heran Yang Jian Sun 0009 Aaron Carass Can Zhao 0001 Junghoon Lee Zongben Xu Jerry L. Prince Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN. 174-182 2018 DLMIA/ML-CDS@MICCAI https://doi.org/10.1007/978-3-030-00889-5_20 conf/miccai/2018dlmia db/conf/miccai/dlmia2018.html#YangSCZLXP18 Zongben Xu Xinbo Gao 0001 Qiguang Miao Yunquan Zhang Jiajun Bu Big Data - 6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings Big Data (CCF) Springer 2018 Communications in Computer and Information Science 945 978-981-13-2921-0 978-981-13-2922-7 https://doi.org/10.1007/978-981-13-2922-7 db/conf/bdccf/bdccf2018.html

Jian Fang 0001 Shaobo Lin Zongben Xu Learning through deterministic assignment of hidden parameters. 2018 abs/1803.08374 CoRR http://arxiv.org/abs/1803.08374 db/journals/corr/corr1803.html#abs-1803-08374

Wei Wei 0006 Deyu Meng Qian Zhao 0002 Zongben Xu Semi-supervised CNN for Single Image Rain Removal. 2018 abs/1807.11078 CoRR http://arxiv.org/abs/1807.11078 db/journals/corr/corr1807.html#abs-1807-11078

Jun Shu Zongben Xu Deyu Meng Small Sample Learning in Big Data Era. 2018 abs/1808.04572 CoRR http://arxiv.org/abs/1808.04572 db/journals/corr/corr1808.html#abs-1808-04572

Heran Yang Jian Sun 0009 Aaron Carass Can Zhao 0001 Junghoon Lee Zongben Xu Jerry L. Prince Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN. 2018 abs/1809.04536 CoRR http://arxiv.org/abs/1809.04536 db/journals/corr/corr1809.html#abs-1809-04536

Hengtao He Shi Jin 0002 Chao-Kai Wen Feifei Gao 0001 Geoffrey Ye Li Zongben Xu Model-Driven Deep Learning for Physical Layer Communications. 2018 abs/1809.06059 CoRR http://arxiv.org/abs/1809.06059 db/journals/corr/corr1809.html#abs-1809-06059

Shipeng Wang 0002 Jian Sun 0009 Zongben Xu HyperAdam: A Learnable Task-Adaptive Adam for Network Training. 2018 abs/1811.08996 CoRR http://arxiv.org/abs/1811.08996 db/journals/corr/corr1811.html#abs-1811-08996

Mingwei Dai Jingsi Ming Mingxuan Cai Jin Liu 0011 Can Yang 0002 Xiang Wan Zongben Xu IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies. 2882-2889 2017 33 Bioinform. 18 https://doi.org/10.1093/bioinformatics/btx314 https://www.wikidata.org/entity/Q36370330 db/journals/bioinformatics/bioinformatics33.html#DaiMCLYWX17

Xiangyong Cao Lin Xu 0001 Deyu Meng Qian Zhao 0002 Zongben Xu Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification. 90-100 2017 226 Neurocomputing https://doi.org/10.1016/j.neucom.2016.11.034 db/journals/ijon/ijon226.html#CaoXMZX17

Tieliang Gong Zongben Xu Hong Chen 0004 Generalization Analysis of Fredholm Kernel Regularized Classifiers. 1879-1901 2017 29 Neural Comput. 7 https://doi.org/10.1162/NECO_a_00967 https://www.wikidata.org/entity/Q38836885 db/journals/neco/neco29.html#GongXC17

Haixia Bi Jian Sun 0009 Zongben Xu Unsupervised PolSAR Image Classification Using Discriminative Clustering. 3531-3544 2017 55 IEEE Trans. Geosci. Remote. Sens. 6 https://doi.org/10.1109/TGRS.2017.2675906 db/journals/tgrs/tgrs55.html#Bi0X17

Qi Xie 0002 Dong Zeng Qian Zhao 0002 Deyu Meng Zongben Xu Zhengrong Liang Jianhua Ma 0001 Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism. 2487-2498 2017 36 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2017.2767290 https://www.wikidata.org/entity/Q47387449 db/journals/tmi/tmi36.html#XieZZMXLM17

Dong Zeng Qi Xie 0002 Wenfei Cao Jiahui Lin Hao Zhang 0026 Shanli Zhang Jing Huang 0018 Zhaoying Bian Deyu Meng Zongben Xu Zhengrong Liang Wufan Chen Jianhua Ma 0001 Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization. 2546-2556 2017 36 IEEE Trans. Medical Imaging 12 https://doi.org/10.1109/TMI.2017.2749212 https://www.wikidata.org/entity/Q40503305 db/journals/tmi/tmi36.html#ZengXCLZZHBMXLC17

Xiaofeng Zhu 0001 Xuelong Li 0001 Shichao Zhang 0001 Zongben Xu Litao Yu Can Wang 0004 Graph PCA Hashing for Similarity Search. 2033-2044 2017 19 IEEE Trans. Multim. 9 https://doi.org/10.1109/TMM.2017.2703636 https://www.wikidata.org/entity/Q62794000 db/journals/tmm/tmm19.html#ZhuLZXYW17

Huibin Li 0001 Jian Sun 0009 Zongben Xu Liming Chen 0002 Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network. 2816-2831 2017 19 IEEE Trans. Multim. 12 https://doi.org/10.1109/TMM.2017.2713408 db/journals/tmm/tmm19.html#LiSXC17

Lin Xu 0001 Shaobo Lin Yao Wang 0003 Zongben Xu Shrinkage Degree in L2-Rescale Boosting for Regression. 1851-1864 2017 28 IEEE Trans. Neural Networks Learn. Syst. 8 https://doi.org/10.1109/TNNLS.2016.2560224 https://www.wikidata.org/entity/Q39004705 db/journals/tnn/tnn28.html#XuLWX17

Shouren Lan Lisheng Wang Yipeng Song Yu-Ping Wang 0002 Liping Yao Kun Sun Bin Xia Zongben Xu Improving Separability of Structures with Similar Attributes in 2D Transfer Function Design. 1546-1560 2017 23 IEEE Trans. Vis. Comput. Graph. 5 https://doi.org/10.1109/TVCG.2016.2537341 http://doi.ieeecomputersociety.org/10.1109/TVCG.2016.2537341 https://www.wikidata.org/entity/Q51572865 db/journals/tvcg/tvcg23.html#LanWSWYSXX17

Wei Wei 0006 Lixuan Yi Qi Xie 0002 Qian Zhao 0002 Deyu Meng Zongben Xu Should We Encode Rain Streaks in Video as Deterministic or Stochastic? 2535-2544 2017 ICCV https://doi.org/10.1109/ICCV.2017.275 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.275 conf/iccv/2017 db/conf/iccv/iccv2017.html#WeiYXZMX17 Haixia Bi Lin Xu 0001 Xiangyong Cao Zongben Xu Polsar image classification based on three-dimensional wavelet texture features and Markov random field. 3921-3928 2017 IGARSS https://doi.org/10.1109/IGARSS.2017.8127858 conf/igarss/2017 db/conf/igarss/igarss2017.html#BiXCX17

Yang Chen 0057 Xiangyong Cao Qian Zhao 0002 Deyu Meng Zongben Xu Denoising Hyperspectral Image with Non-i.i.d. Noise Structure. 2017 abs/1702.00098 CoRR http://arxiv.org/abs/1702.00098 db/journals/corr/corr1702.html#ChenCZMX17

Xiangyong Cao Feng Zhou 0001 Lin Xu 0001 Deyu Meng Zongben Xu John W. Paisley Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network. 2017 abs/1705.00727 CoRR http://arxiv.org/abs/1705.00727 db/journals/corr/corr1705.html#CaoZXMXP17

Yan Yang 0007 Jian Sun 0009 Huibin Li 0001 Zongben Xu ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI. 2017 abs/1705.06869 CoRR http://arxiv.org/abs/1705.06869 db/journals/corr/corr1705.html#YangSLX17

Kaidong Wang Yao Wang 0003 Qian Zhao 0002 Deyu Meng Zongben Xu SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning. 2017 abs/1706.06341 CoRR http://arxiv.org/abs/1706.06341 db/journals/corr/corr1706.html#WangWZMX17

Heran Yang Jian Sun 0009 Huibin Li 0001 Lisheng Wang Zongben Xu Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images. 2017 abs/1709.09641 CoRR http://arxiv.org/abs/1709.09641 db/journals/corr/corr1709.html#abs-1709-09641

Jian Fang 0001 Dongdong Lin S. Charles Schulz Zongben Xu Vince D. Calhoun Yu-Ping Wang 0002 Joint sparse canonical correlation analysis for detecting differential imaging genetics modules. 3480-3488 2016 32 Bioinform. 22 https://doi.org/10.1093/bioinformatics/btw485 https://www.wikidata.org/entity/Q39551604 db/journals/bioinformatics/bioinformatics32.html#FangLSXCW16

Lin Xu 0001 Shaobo Lin Zongben Xu Learning capability of the truncated greedy algorithm. 052103:1-052103:15 2016 59 Sci. China Inf. Sci. 5 https://doi.org/10.1007/s11432-016-5536-6 db/journals/chinaf/chinaf59.html#XuLX16

Shiying He Yao Wang 0003 Jianjun Wang 0003 Zongben Xu Block-sparse compressed sensing with partially known signal support via non-convex minimisation. 717-723 2016 10 IET Signal Process. 7 https://doi.org/10.1049/iet-spr.2015.0425 db/journals/iet-spr/iet-spr10.html#He00X16

Jian Fang 0001 Shaobo Lin Zongben Xu Learning and approximation capabilities of orthogonal super greedy algorithm. 86-98 2016 95 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2015.12.011 db/journals/kbs/kbs95.html#FangLX16

Zhihai Yang Lin Xu 0001 Zhongmin Cai Zongben Xu Re-scale AdaBoost for attack detection in collaborative filtering recommender systems. 74-88 2016 100 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2016.02.008 db/journals/kbs/kbs100.html#YangXCX16

Fengmin Xu Zhaosong Lu Zongben Xu An efficient optimization approach for a cardinality-constrained index tracking problem. 258-271 2016 31 Optim. Methods Softw. 2 https://doi.org/10.1080/10556788.2015.1062891 db/journals/oms/oms31.html#XuLX16

Tieliang Gong Bin Zou 0002 Zongben Xu Learning With ℓ1-Regularizer Based on Markov Resampling. 1189-1201 2016 46 IEEE Trans. Cybern. 5 https://doi.org/10.1109/TCYB.2015.2429312 https://www.wikidata.org/entity/Q50585243 db/journals/tcyb/tcyb46.html#GongZX16

Wenfei Cao Yao Wang 0003 Jian Sun 0009 Deyu Meng Can Yang 0002 Andrzej Cichocki Zongben Xu Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements. 4075-4090 2016 25 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2016.2579262 https://www.wikidata.org/entity/Q47420435 db/journals/tip/tip25.html#CaoW0MYCX16

Xiangyong Cao Qian Zhao 0002 Deyu Meng Yang Chen 0057 Zongben Xu Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions. 4677-4690 2016 25 IEEE Trans. Image Process. 10 https://doi.org/10.1109/TIP.2016.2593343 https://www.wikidata.org/entity/Q39569948 db/journals/tip/tip25.html#CaoZMCX16

Jinshan Zeng Shaobo Lin Zongben Xu Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm. 5106-5118 2016 64 IEEE Trans. Signal Process. 19 https://doi.org/10.1109/TSP.2016.2595499 db/journals/tsp/tsp64.html#ZengLX16

Hui Li 0020 Yuanyuan Fan Qingfu Zhang 0001 Zongben Xu Jingda Deng A multi-phase multiobjective approach based on decomposition for sparse reconstruction. 601-608 2016 CEC https://doi.org/10.1109/CEC.2016.7743848 conf/cec/2016 db/conf/cec/cec2016.html#LiFZXD16 Qi Xie 0002 Qian Zhao 0002 Deyu Meng Zongben Xu Shuhang Gu Wangmeng Zuo Lei Zhang 0006 Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization. 1692-1700 2016 CVPR https://doi.org/10.1109/CVPR.2016.187 https://doi.ieeecomputersociety.org/10.1109/CVPR.2016.187 conf/cvpr/2016 db/conf/cvpr/cvpr2016.html#XieZMXGZZ16 Heran Yang Jian Sun 0009 Huibin Li 0001 Lisheng Wang Zongben Xu Deep Fusion Net for Multi-atlas Segmentation: Application to Cardiac MR Images. 521-528 2016 MICCAI (2) https://doi.org/10.1007/978-3-319-46723-8_60 conf/miccai/2016-2 db/conf/miccai/miccai2016-2.html#Yang0LWX16 Yan Yang 0007 Jian Sun 0009 Huibin Li 0001 Zongben Xu Deep ADMM-Net for Compressive Sensing MRI. 10-18 2016 NIPS https://proceedings.neurips.cc/paper/2016/hash/1679091c5a880faf6fb5e6087eb1b2dc-Abstract.html http://papers.nips.cc/paper/6406-deep-admm-net-for-compressive-sensing-mri conf/nips/2016 db/conf/nips/nips2016.html#Yang0LX16

Xiangyong Cao Qian Zhao 0002 Deyu Meng Yang Chen 0057 Zongben Xu Low-rank Matrix Factorization under General Mixture Noise Distributions. 2016 abs/1601.01060 CoRR http://arxiv.org/abs/1601.01060 db/journals/corr/corr1601.html#CaoZMCX16

Lin Xu 0001 Shaobo Lin Jinshan Zeng Xia Liu Zongben Xu Greedy Criterion in Orthogonal Greedy Learning. 2016 abs/1604.05993 CoRR http://arxiv.org/abs/1604.05993 db/journals/corr/corr1604.html#XuLZLX16

Deyu Meng Biao Zhang 0005 Zongben Xu Lei Zhang 0006 Chenqiang Gao Robust low-rank tensor factorization by cyclic weighted median. 1-11 2015 58 Sci. China Inf. Sci. 5 https://doi.org/10.1007/s11432-014-5223-4 https://www.wikidata.org/entity/Q59533760 db/journals/chinaf/chinaf58.html#MengZXZG15

Guang-Bin Huang Erik Cambria Kar-Ann Toh Bernard Widrow Zongben Xu New Trends of Learning in Computational Intelligence [Guest Editorial]. 16-17 2015 10 IEEE Comput. Intell. Mag. 2 https://doi.org/10.1109/MCI.2015.2405277 https://www.wikidata.org/entity/Q57727670 db/journals/cim/cim10.html#HuangCTWX15

Guang-Bin Huang Erik Cambria Kar-Ann Toh Bernard Widrow Zongben Xu New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial]. 8 2015 10 IEEE Comput. Intell. Mag. 3 https://doi.org/10.1109/MCI.2015.2437464 https://www.wikidata.org/entity/Q57727667 db/journals/cim/cim10.html#HuangCTWX15a

Wenfei Cao Yao Wang 0003 Can Yang 0002 Xiangyu Chang Zhi Han Zongben Xu Folded-concave penalization approaches to tensor completion. 261-273 2015 152 Neurocomputing https://doi.org/10.1016/j.neucom.2014.10.069 db/journals/ijon/ijon152.html#CaoWYCHX15

Qian Zhao 0002 Deyu Meng Zongben Xu Chenqiang Gao A block coordinate descent approach for sparse principal component analysis. 180-190 2015 153 Neurocomputing https://doi.org/10.1016/j.neucom.2014.11.038 db/journals/ijon/ijon153.html#ZhaoMXG15

Cheng-Yi Zhang Shuanghua Luo Zongben Xu On parallel multisplitting block iterative methods for linear systems arising in the numerical solution of Euler equations. 249-260 2015 279 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2014.11.011 db/journals/jcam/jcam279.html#ZhangLX15

Zhi Han Zongben Xu Song-Chun Zhu Video Primal Sketch: A Unified Middle-Level Representation for Video. 151-170 2015 53 J. Math. Imaging Vis. 2 https://doi.org/10.1007/s10851-015-0563-2 db/journals/jmiv/jmiv53.html#HanXZ15

Shaobo Lin Jinshan Zeng Lin Xu 0001 Zongben Xu Jackson-type inequalities for spherical neural networks with doubling weights. 57-65 2015 63 Neural Networks https://doi.org/10.1016/j.neunet.2014.11.002 https://www.wikidata.org/entity/Q41720872 db/journals/nn/nn63.html#LinZXX15

Shaobo Lin Jinshan Zeng Zongben Xu Error Estimate for Spherical Neural Networks Interpolation. 369-379 2015 42 Neural Process. Lett. 2 https://doi.org/10.1007/s11063-014-9361-x db/journals/npl/npl42.html#LinZX15

Jie Xu 0006 Yuan Yan Tang Bin Zou 0002 Zongben Xu Luoqing Li Yang Lu 0009 Baochang Zhang 0001 The Generalization Ability of SVM Classification Based on Markov Sampling. 1169-1179 2015 45 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2014.2346536 https://www.wikidata.org/entity/Q50638280 db/journals/tcyb/tcyb45.html#XuTZXLLZ15

Jian Sun 0009 Jian Sun 0001 Zongben Xu Color Image Denoising via Discriminatively Learned Iterative Shrinkage. 4148-4159 2015 24 IEEE Trans. Image Process. 11 https://doi.org/10.1109/TIP.2015.2448352 https://www.wikidata.org/entity/Q85469635 db/journals/tip/tip24.html#SunSX15

Xia Liu Shaobo Lin Jian Fang 0001 Zongben Xu Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I). 7-20 2015 26 IEEE Trans. Neural Networks Learn. Syst. 1 https://doi.org/10.1109/TNNLS.2014.2335212 https://www.wikidata.org/entity/Q47446100 db/journals/tnn/tnn26.html#LiuLFX15

Shaobo Lin Xia Liu Jian Fang 0001 Zongben Xu Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II). 21-34 2015 26 IEEE Trans. Neural Networks Learn. Syst. 1 https://doi.org/10.1109/TNNLS.2014.2336665 https://www.wikidata.org/entity/Q47446090 db/journals/tnn/tnn26.html#LinLFX15

Jie Xu 0006 Yuan Yan Tang Bin Zou 0002 Zongben Xu Luoqing Li Yang Lu 0009 The Generalization Ability of Online SVM Classification Based on Markov Sampling. 628-639 2015 26 IEEE Trans. Neural Networks Learn. Syst. 3 https://doi.org/10.1109/TNNLS.2014.2361026 https://www.wikidata.org/entity/Q50627007 db/journals/tnn/tnn26.html#XuTZXLL15

Qian Zhao 0002 Deyu Meng Zongben Xu Wangmeng Zuo Yan Yan 0002 L1-Norm Low-Rank Matrix Factorization by Variational Bayesian Method. 825-839 2015 26 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2014.2387376 https://www.wikidata.org/entity/Q41548557 db/journals/tnn/tnn26.html#ZhaoMXZY15

Yu Wang 0075 Jinshan Zeng Zhimin Peng Xiangyu Chang Zongben Xu Linear Convergence of Adaptively Iterative Thresholding Algorithms for Compressed Sensing. 2957-2971 2015 63 IEEE Trans. Signal Process. 11 https://doi.org/10.1109/TSP.2015.2412915 db/journals/tsp/tsp63.html#WangZPCX15

Qian Zhao 0002 Deyu Meng Lu Jiang 0004 Qi Xie 0002 Zongben Xu Alexander G. Hauptmann Self-Paced Learning for Matrix Factorization. 3196-3202 2015 AAAI https://doi.org/10.1609/aaai.v29i1.9584 conf/aaai/2015 db/conf/aaai/aaai2015.html#ZhaoMJXXH15 Jian Sun 0009 Wenfei Cao Zongben Xu Jean Ponce Learning a convolutional neural network for non-uniform motion blur removal. 769-777 2015 CVPR https://doi.org/10.1109/CVPR.2015.7298677 https://doi.ieeecomputersociety.org/10.1109/CVPR.2015.7298677 conf/cvpr/2015 db/conf/cvpr/cvpr2015.html#SunCXP15 Qian Zhao 0002 Deyu Meng Xu Kong Qi Xie 0002 Wenfei Cao Yao Wang 0003 Zongben Xu A Novel Sparsity Measure for Tensor Recovery. 271-279 2015 ICCV https://doi.org/10.1109/ICCV.2015.39 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.39 conf/iccv/2015 db/conf/iccv/iccv2015.html#ZhaoMKXCWX15 Xiangyong Cao Yang Chen 0057 Qian Zhao 0002 Deyu Meng Yao Wang 0003 Dong Wang Zongben Xu Low-Rank Matrix Factorization under General Mixture Noise Distributions. 1493-1501 2015 ICCV https://doi.org/10.1109/ICCV.2015.175 https://doi.ieeecomputersociety.org/10.1109/ICCV.2015.175 conf/iccv/2015 db/conf/iccv/iccv2015.html#CaoCZMWWX15

Zhi Han Zongben Xu Song-Chun Zhu Video Primal Sketch: A Unified Middle-Level Representation for Video. 2015 abs/1502.02965 CoRR http://arxiv.org/abs/1502.02965 db/journals/corr/corr1502.html#HanXZ15

Jian Sun 0009 Wenfei Cao Zongben Xu Jean Ponce Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal. 2015 abs/1503.00593 CoRR http://arxiv.org/abs/1503.00593 db/journals/corr/corr1503.html#0001CXP15

Wenfei Cao Yao Wang 0003 Jian Sun 0009 Deyu Meng Can Yang 0002 Andrzej Cichocki Zongben Xu A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements. 2015 abs/1503.01868 CoRR http://arxiv.org/abs/1503.01868 db/journals/corr/corr1503.html#CaoW0MYCX15

Lin Xu 0001 Shaobo Lin Yao Wang 0003 Zongben Xu Shrinkage degree in L2-re-scale boosting for regression. 2015 abs/1505.04369 CoRR http://arxiv.org/abs/1505.04369 db/journals/corr/corr1505.html#XuLWX15

Huibin Li 0001 Jian Sun 0009 Dong Wang Zongben Xu Liming Chen 0002 Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition. 2015 abs/1511.03015 CoRR http://arxiv.org/abs/1511.03015 db/journals/corr/corr1511.html#LiSWXC15

Cheng Liu Yong Liang 0001 Xin-Ze Luan Kwong-Sak Leung Tak-Ming Chan Zongben Xu Hai Zhang 0001 The L1/2 regularization method for variable selection in the Cox model. 498-503 2014 14 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2013.09.006 db/journals/asc/asc14.html#LiuLLLCXZ14

Chun-Zhong Li Zongben Xu Chen Qiao Tao Luo 0006 Hierarchical clustering driven by cognitive features. 1-14 2014 57 Sci. China Inf. Sci. 1 https://doi.org/10.1007/s11432-013-4858-x db/journals/chinaf/chinaf57.html#LiXQL14

Qian Zhao 0002 Deyu Meng Zongben Xu Robust sparse principal component analysis. 1-14 2014 57 Sci. China Inf. Sci. 9 https://doi.org/10.1007/s11432-013-4970-y db/journals/chinaf/chinaf57.html#ZhaoMX14

Dong Liang Feng Li 0057 Zongben Xu The number of spanning trees in a new lexicographic product of graphs. 1-9 2014 57 Sci. China Inf. Sci. 11 https://doi.org/10.1007/s11432-014-5110-z db/journals/chinaf/chinaf57.html#LiangLX14

Hui Wang Ting-Zhu Huang Zongben Xu Yilun Wang An active contour model and its algorithms with local and global Gaussian distribution fitting energies. 43-59 2014 263 Inf. Sci. https://doi.org/10.1016/j.ins.2013.10.033 db/journals/isci/isci263.html#WangHXW14

Jie Huang 0005 Ting-Zhu Huang Xi-Le Zhao Zongben Xu Xiao-Guang Lv Two soft-thresholding based iterative algorithms for image deblurring. 179-195 2014 271 Inf. Sci. https://doi.org/10.1016/j.ins.2014.02.089 db/journals/isci/isci271.html#HuangHZXL14

Shaobo Lin Xia Liu Yuanhua Rong Zongben Xu Almost optimal estimates for approximation and learning by radial basis function networks. 147-164 2014 95 Mach. Learn. 2 https://doi.org/10.1007/s10994-013-5406-z db/journals/ml/ml95.html#LinLRX14

Shaobo Lin Jinshan Zeng Jian Fang 0001 Zongben Xu Learning Rates of lq Coefficient Regularization Learning with Gaussian Kernel. 2350-2378 2014 26 Neural Comput. 10 https://doi.org/10.1162/NECO_a_00641 https://www.wikidata.org/entity/Q50646399 db/journals/neco/neco26.html#LinZFX14

Jie Xu 0006 Yuan Yan Tang Bin Zou 0002 Zongben Xu Luoqing Li Yang Lu 0009 Generalization performance of Gaussian kernels SVMC based on Markov sampling. 40-51 2014 53 Neural Networks https://doi.org/10.1016/j.neunet.2014.01.013 https://www.wikidata.org/entity/Q50688245 db/journals/nn/nn53.html#XuTZXLL14

Ruihu Li Luobin Guo Zongben Xu Entanglement-assisted quantum codes achieving the quantum singleton bound but violating the quantum hamming bound. 1107-1116 2014 14 Quantum Inf. Comput. 13-14 https://doi.org/10.26421/QIC14.13-14-4 db/journals/qic/qic14.html#LiGX14

Jinshan Zeng Shaobo Lin Zongben Xu Sparse solution of underdetermined linear equations via adaptively iterative thresholding. 152-161 2014 97 Signal Process. https://doi.org/10.1016/j.sigpro.2013.10.031 db/journals/sigpro/sigpro97.html#ZengLX14

Yao Wang 0003 Jianjun Wang 0003 Zongben Xu Restricted p-isometry properties of nonconvex block-sparse compressed sensing. 188-196 2014 104 Signal Process. https://doi.org/10.1016/j.sigpro.2014.03.040 https://www.wikidata.org/entity/Q57829565 db/journals/sigpro/sigpro104.html#WangWX14

Xin-Ze Luan Yong Liang 0001 Cheng Liu Kwong-Sak Leung Tak-Ming Chan Zongben Xu Hai Zhang 0001 A novel L1/2 regularization shooting method for Cox's proportional hazards model. 143-152 2014 18 Soft Comput. 1 https://doi.org/10.1007/s00500-013-1042-6 db/journals/soco/soco18.html#LuanLLLCXZ14

Feng Li 0057 Zongben Xu Sparse Bayesian Hierarchical Prior Modeling Based Cooperative Spectrum Sensing in Wideband Cognitive Radio Networks. 586-590 2014 21 IEEE Signal Process. Lett. 5 https://doi.org/10.1109/LSP.2014.2311902 db/journals/spl/spl21.html#LiX14

Jian Fang 0001 Zongben Xu Bingchen Zhang Wen Hong Yirong Wu Fast Compressed Sensing SAR Imaging Based on Approximated Observation. 352-363 2014 7 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 1 https://doi.org/10.1109/JSTARS.2013.2263309 db/journals/staeors/staeors7.html#0001XZHW14

Lisheng Wang Zongben Xu Quantitative Studies on Asymptotic Growth Behaviors of Trajectories of Nonlinear Discrete Dynamical Systems. 1930-1935 2014 59 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2013.2297201 db/journals/tac/tac59.html#WangX14

Bin Zou 0002 Yuan Yan Tang Zongben Xu Luoqing Li Jie Xu 0006 Yang Lu 0009 The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling. 1497-1507 2014 44 IEEE Trans. Cybern. 9 https://doi.org/10.1109/TCYB.2013.2287191 https://www.wikidata.org/entity/Q45010664 db/journals/tcyb/tcyb44.html#ZouTXLXL14

Bo Huang 0001 Huihui Song Hengbin Cui Jigen Peng Zongben Xu Spatial and Spectral Image Fusion Using Sparse Matrix Factorization. 1693-1704 2014 52 IEEE Trans. Geosci. Remote. Sens. 3 https://doi.org/10.1109/TGRS.2013.2253612 db/journals/tgrs/tgrs52.html#HuangSCPX14

Junmin Liu Yijun Chen Jiang-She Zhang 0001 Zongben Xu Enhancing Low-Rank Subspace Clustering by Manifold Regularization. 4022-4030 2014 23 IEEE Trans. Image Process. 9 https://doi.org/10.1109/TIP.2014.2343458 https://www.wikidata.org/entity/Q46080016 db/journals/tip/tip23.html#LiuCZX14

Jinshan Zeng Shaobo Lin Yao Wang 0003 Zongben Xu L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm. 2317-2329 2014 62 IEEE Trans. Signal Process. 9 https://doi.org/10.1109/TSP.2014.2309076 db/journals/tsp/tsp62.html#ZengLWX14

Lisheng Wang Pai Wang 0002 Liuhang Cheng Yu Ma Shenzhi Wu Yu-Ping Wang 0002 Zongben Xu Detection and Reconstruction of an Implicit Boundary Surface by Adaptively Expanding A Small Surface Patch in a 3D Image. 1490-1506 2014 20 IEEE Trans. Vis. Comput. Graph. 11 https://doi.org/10.1109/TVCG.2014.2312015 http://doi.ieeecomputersociety.org/10.1109/TVCG.2014.2312015 https://www.wikidata.org/entity/Q50562348 db/journals/tvcg/tvcg20.html#WangWCMWWX14

Yi Peng Deyu Meng Zongben Xu Chenqiang Gao Yi Yang 0001 Biao Zhang 0005 Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising. 2949-2956 2014 CVPR https://doi.org/10.1109/CVPR.2014.377 https://doi.ieeecomputersociety.org/10.1109/CVPR.2014.377 conf/cvpr/2014 db/conf/cvpr/cvpr2014.html#PengMXGYZ14 Qian Zhao 0002 Deyu Meng Zongben Xu Wangmeng Zuo Lei Zhang 0006 Robust Principal Component Analysis with Complex Noise. 55-63 2014 ICML http://proceedings.mlr.press/v32/zhao14.html conf/icml/2014 db/conf/icml/icml2014.html#ZhaoMXZZ14

Shaobo Lin Xia Liu Jian Fang 0001 Zongben Xu Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II). 2014 abs/1401.6240 CoRR http://arxiv.org/abs/1401.6240 db/journals/corr/corr1401.html#LinLFX14

Jian Yu Zongben Xu Categorization Axioms for Classification and Clustering. 2014 abs/1403.2065 CoRR http://arxiv.org/abs/1403.2065 db/journals/corr/corr1403.html#YuX14

Xiangyu Chang Yu Wang 0075 Rongjian Li Zongben Xu Sparse K-Means with ℓ∞/ℓ0 Penalty for High-Dimensional Data Clustering. 2014 abs/1403.7890 CoRR http://arxiv.org/abs/1403.7890 db/journals/corr/corr1403.html#ChangWLX14

Qi Xie 0002 Deyu Meng Shuhang Gu Lei Zhang 0006 Wangmeng Zuo Xiangchu Feng Zongben Xu On the Optimal Solution of Weighted Nuclear Norm Minimization. 2014 abs/1405.6012 CoRR http://arxiv.org/abs/1405.6012 db/journals/corr/corr1405.html#XieMGZZFX14

Jian Fang 0001 Shaobo Lin Zongben Xu Learning and approximation capability of orthogonal super greedy algorithm. 2014 abs/1409.5330 CoRR http://arxiv.org/abs/1409.5330 db/journals/corr/corr1409.html#FangLX14

Lin Xu 0001 Shaobo Lin Jinshan Zeng Zongben Xu Greedy metrics in orthogonal greedy learning. 2014 abs/1411.3553 CoRR http://arxiv.org/abs/1411.3553 db/journals/corr/corr1411.html#XuLZX14

Shaobo Lin Xiaofei Guo Feilong Cao Zongben Xu Approximation by neural networks with scattered data. 29-35 2013 224 Appl. Math. Comput. https://doi.org/10.1016/j.amc.2013.08.014 db/journals/amc/amc224.html#LinGCX13

Yong Liang 0001 Cheng Liu Xin-Ze Luan Kwong-Sak Leung Tak-Ming Chan Zongben Xu Hai Zhang 0001 Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification. 198 2013 14 BMC Bioinform. https://doi.org/10.1186/1471-2105-14-198 https://www.wikidata.org/entity/Q34777109 db/journals/bmcbi/bmcbi14.html#LiangLLLCXZ13

Bin Zou 0002 Zhiming Peng Zongben Xu The learning performance of support vector machine classification based on Markov sampling. 1-16 2013 56 Sci. China Inf. Sci. 3 https://doi.org/10.1007/s11432-011-4412-7 db/journals/chinaf/chinaf56.html#ZouPX13

Jie Huang 0005 Ting-Zhu Huang Xi-Le Zhao Zongben Xu Image restoration with shifting reflective boundary conditions. 1-15 2013 56 Sci. China Inf. Sci. 6 https://doi.org/10.1007/s11432-011-4425-2 db/journals/chinaf/chinaf56.html#HuangHZX13

Deyu Meng Hengbin Cui Zongben Xu Kaili Jing Following the entire solution path of sparse principal component analysis by coordinate-pairwise algorithm. 25-36 2013 88 Data Knowl. Eng. https://doi.org/10.1016/j.datak.2013.08.007 db/journals/dke/dke88.html#MengCXJ13

Yao Wang 0003 Jianjun Wang 0003 Zongben Xu On recovery of block-sparse signals via mixed l2/lq (0 < q ≤ 1) norm minimization. 76 2013 2013 EURASIP J. Adv. Signal Process. https://doi.org/10.1186/1687-6180-2013-76 https://www.wikidata.org/entity/Q59301594 db/journals/ejasp/ejasp2013.html#WangWX13

Liangjun Ke Zongben Xu Zuren Feng Ke Shang Xueming Qian Proportion-based robust optimization and team orienteering problem with interval data. 19-31 2013 226 Eur. J. Oper. Res. 1 https://doi.org/10.1016/j.ejor.2012.10.038 db/journals/eor/eor226.html#KeXFSQ13

Chen Qiao Wenfeng Jing Zongben Xu The UPPAM continuous-time RNN model and its critical dynamics study. 158-166 2013 106 Neurocomputing https://doi.org/10.1016/j.neucom.2012.10.026 db/journals/ijon/ijon106.html#QiaoJX13

Deyu Meng Qian Zhao 0002 Yee Leung Zongben Xu Learning dictionary from signals under global sparsity constraint. 308-318 2013 119 Neurocomputing https://doi.org/10.1016/j.neucom.2013.03.028 db/journals/ijon/ijon119.html#MengZLX13

Jian Sun 0009 Hongyan Zhu Zongben Xu Chongzhao Han Poisson image fusion based on Markov random field fusion model. 241-254 2013 14 Inf. Fusion 3 https://doi.org/10.1016/j.inffus.2012.07.003 db/journals/inffus/inffus14.html#SunZXH13

Deyu Meng Yee Leung Zongben Xu The strong convergence of visual classification method and its applications. 85-95 2013 249 Inf. Sci. https://doi.org/10.1016/j.ins.2013.06.028 db/journals/isci/isci249.html#MengLX13

Wenfei Cao Jian Sun 0009 Zongben Xu Fast image deconvolution using closed-form thresholding formulas of regularization. 31-41 2013 24 J. Vis. Commun. Image Represent. 1 https://doi.org/10.1016/j.jvcir.2012.10.006 db/journals/jvcir/jvcir24.html#Cao0X13

Deyu Meng Yee Leung Zongben Xu Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds. 2175-2186 2013 46 Pattern Recognit. 8 https://doi.org/10.1016/j.patcog.2013.01.028 db/journals/pr/pr46.html#MengLX13

Chun-Zhong Li Zongben Xu Tao Luo 0006 A heuristic hierarchical clustering based on multiple similarity measurements. 155-162 2013 34 Pattern Recognit. Lett. 2 https://doi.org/10.1016/j.patrec.2012.09.025 db/journals/prl/prl34.html#LiXL13

Ruihu Li Fei Zuo Yang Liu 0035 Zongben Xu Hermitian dual containing BCH codes and construction of new quantum codes. 21-35 2013 13 Quantum Inf. Comput. 1-2 https://doi.org/10.26421/QIC13.1-2-3 db/journals/qic/qic13.html#LiZLX13

Jinshan Zeng Zongben Xu Bingchen Zhang Wen Hong Yirong Wu Accelerated L1/2 regularization based SAR imaging via BCR and reduced Newton skills. 1831-1844 2013 93 Signal Process. 7 https://doi.org/10.1016/j.sigpro.2012.12.017 db/journals/sigpro/sigpro93.html#ZengXZHW13

Rui Zhang 0005 Yuan Lan Guang-Bin Huang Zongben Xu Yeng Chai Soh Dynamic Extreme Learning Machine and Its Approximation Capability. 2054-2065 2013 43 IEEE Trans. Cybern. 6 https://doi.org/10.1109/TCYB.2013.2239987 https://www.wikidata.org/entity/Q44352816 db/journals/tcyb/tcyb43.html#ZhangLHXS13

Deyu Meng Yee Leung Zongben Xu Detecting Intrinsic Loops Underlying Data Manifold. 337-347 2013 25 IEEE Trans. Knowl. Data Eng. 2 https://doi.org/10.1109/TKDE.2011.191 http://doi.ieeecomputersociety.org/10.1109/TKDE.2011.191 db/journals/tkde/tkde25.html#MengLX13

Bin Zou 0002 Luoqing Li Zongben Xu Tao Luo 0006 Yuan Yan Tang Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling. 288-300 2013 24 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2012.2230406 https://www.wikidata.org/entity/Q51272672 db/journals/tnn/tnn24.html#ZouLXLT13

Shaobo Lin Yuanhua Rong Xingping Sun Zongben Xu Learning Capability of Relaxed Greedy Algorithms. 1598-1608 2013 24 IEEE Trans. Neural Networks Learn. Syst. 10 https://doi.org/10.1109/TNNLS.2013.2265397 https://www.wikidata.org/entity/Q45957141 db/journals/tnn/tnn24.html#LinRSX13

Feng Li 0057 Zongben Xu Shihua Zhu Variational-Inference-Based Data Detection for OFDM Systems With Imperfect Channel Estimation. 1394-1399 2013 62 IEEE Trans. Veh. Technol. 3 https://doi.org/10.1109/TVT.2012.2231972 db/journals/tvt/tvt62.html#LiXZ13

Deyu Meng Zongben Xu Lei Zhang 0006 Ji Zhao 0001 A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries. 2013 AAAI https://doi.org/10.1609/aaai.v27i1.8562 conf/aaai/2013 db/conf/aaai/aaai2013.html#MengXZZ13 704-710 Yu Wang 0075 Xiangyu Chang Rongjian Li Zongben Xu Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering. 797-806 2013 ICDM https://doi.org/10.1109/ICDM.2013.64 https://doi.ieeecomputersociety.org/10.1109/ICDM.2013.64 conf/icdm/2013 db/conf/icdm/icdm2013.html#WangCLX13

Jian Fang 0001 Zongben Xu Bingchen Zhang Wen Hong Yirong Wu Fast Compressed Sensing SAR Imaging based on Approximated Observation http://arxiv.org/abs/1302.3120 2013 CoRR abs/1302.3120 db/journals/corr/corr1302.html#abs-1302-3120

Jinshan Zeng Shaobo Lin Zongben Xu Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding. 2013 CoRR http://arxiv.org/abs/1310.3954 abs/1310.3954 db/journals/corr/corr1310.html#ZengLX13

Jian Fang 0001 Zongben Xu Bingchen Zhang Wen Hong Yirong Wu Compressed Sensing SAR Imaging with Multilook Processing. 2013 CoRR http://arxiv.org/abs/1310.7217 abs/1310.7217 db/journals/corr/corr1310.html#FangXZHW13

Jinshan Zeng Shaobo Lin Yao Wang 0003 Zongben Xu L1/2 Regularization: Convergence of Iterative Half Thresholding Algorithm. 2013 CoRR http://arxiv.org/abs/1311.0156 abs/1311.0156 db/journals/corr/corr1311.html#ZengLWX13

Shaobo Lin Jinshan Zeng Jian Fang 0001 Zongben Xu Learning rates of lq coefficient regularization learning with Gaussian kernel. 2013 abs/1312.5465 CoRR http://arxiv.org/abs/1312.5465 db/journals/corr/corr1312.html#LinZFX13

Bin Zou 0002 Zongben Xu Xiangyu Chang Generalization bounds of ERM algorithm with V-geometrically Ergodic Markov chains. 99-114 2012 36 Adv. Comput. Math. 1 https://doi.org/10.1007/s10444-011-9182-7 db/journals/adcm/adcm36.html#ZouXC12

Zongben Xu Yongquan Zhang Feilong Cao Estimation of convergence rate for multi-regression learning algorithm. 701-713 2012 55 Sci. China Inf. Sci. 3 https://doi.org/10.1007/s11432-011-4314-8 db/journals/chinaf/chinaf55.html#XuZC12

Jinshan Zeng Jian Fang 0001 Zongben Xu Sparse SAR imaging based on L 1/2 regularization. 1755-1775 2012 55 Sci. China Inf. Sci. 8 https://doi.org/10.1007/s11432-012-4632-5 db/journals/chinaf/chinaf55.html#ZengFX12

Jian Fang 0001 Jinshan Zeng Zongben Xu Yao Zhao Efficient DPCA SAR imaging with fast iterative spectrum reconstruction method. 1838-1851 2012 55 Sci. China Inf. Sci. 8 https://doi.org/10.1007/s11432-012-4625-4 db/journals/chinaf/chinaf55.html#FangZXZ12

Hai Zhang 0001 Yong Liang 0001 HaiLiang Gou Zongben Xu The essential ability of sparse reconstruction of different compressive sensing strategies. 2582-2589 2012 55 Sci. China Inf. Sci. 11 https://doi.org/10.1007/s11432-011-4502-6 db/journals/chinaf/chinaf55.html#ZhangLGX12

Chen Qiao Zongben Xu Critical dynamics study on recurrent neural networks: Globally exponential stability. 205-211 2012 77 Neurocomputing 1 https://doi.org/10.1016/j.neucom.2011.09.008 db/journals/ijon/ijon77.html#QiaoX12

Xiao-Guang Lv Ting-Zhu Huang Zongben Xu Xi-Le Zhao Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions. 150-163 2012 186 Inf. Sci. 1 https://doi.org/10.1016/j.ins.2011.09.026 db/journals/isci/isci186.html#LvHXZ12

Shaobo Lin Feilong Cao Xiangyu Chang Zongben Xu A general radial quasi-interpolation operator on the sphere. 1402-1414 2012 164 J. Approx. Theory 10 https://doi.org/10.1016/j.jat.2012.07.001 db/journals/jat/jat164.html#LinCCX12

Deyu Meng Qian Zhao 0002 Zongben Xu Improve robustness of sparse PCA by L1-norm maximization. 487-497 2012 45 Pattern Recognit. 1 https://doi.org/10.1016/j.patcog.2011.07.009 db/journals/pr/pr45.html#MengZX12

Rui Zhang 0005 Zongben Xu Guang-Bin Huang Dianhui Wang 0001 Global Convergence of Online BP Training With Dynamic Learning Rate. 330-341 2012 23 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2011.2178315 https://www.wikidata.org/entity/Q51435021 db/journals/tnn/tnn23.html#ZhangXHW12

Rui Zhang 0005 Yuan Lan Guang-Bin Huang Zongben Xu Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes. 365-371 2012 23 IEEE Trans. Neural Networks Learn. Syst. 2 https://doi.org/10.1109/TNNLS.2011.2178124 https://www.wikidata.org/entity/Q47329235 db/journals/tnn/tnn23.html#ZhangLHX12

Zongben Xu Xiangyu Chang Fengmin Xu Hai Zhang 0001 L1/2 Regularization: A Thresholding Representation Theory and a Fast Solver. 1013-1027 2012 23 IEEE Trans. Neural Networks Learn. Syst. 7 https://doi.org/10.1109/TNNLS.2012.2197412 https://www.wikidata.org/entity/Q51349398 db/journals/tnn/tnn23.html#XuCXZ12

Jian Fang 0001 Zongben Xu Chenglong Jiang Bingchen Zhang Wen Hong SAR range ambiguity suppression via sparse regularization. 3811-3814 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6350582 conf/igarss/2012 db/conf/igarss/igarss2012.html#FangXJZH12 Hui Li 0020 Xiaolei Su Zongben Xu Qingfu Zhang 0001 MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems. 93-101 2012 PPSN (2) https://doi.org/10.1007/978-3-642-32964-7_10 conf/ppsn/2012-2 db/conf/ppsn/ppsn2012-2.html#LiSXZ12 Feng Li 0057 Zongben Xu Haixing Zhao On the Average Distance and Wiener Index of Cartesian Product Networks. 2012 QLSC https://doi.org/10.1142/9789814401531_0034 conf/qlsc/2012 db/conf/qlsc/qlsc2012.html#LiXZ12 Cheng Liu Yong Liang 0001 Xin-Ze Luan Kwong-Sak Leung Tak-Ming Chan Zongben Xu Hai Zhang 0001 Iterative L1/2 Regularization Algorithm for Variable Selection in the Cox Proportional Hazards Model. 11-17 2012 ICSI (2) https://doi.org/10.1007/978-3-642-31020-1_2 conf/swarm/2012-2 db/conf/swarm/icsi2012-2.html#LiuLLLCXZ12 Xin-Ze Luan Yong Liang 0001 Cheng Liu Zongben Xu Hai Zhang 0001 Kwong-Sak Leung Tak-Ming Chan Regularization Path for Linear Model via Net Method. 414-421 2012 ICSI (2) https://doi.org/10.1007/978-3-642-31020-1_49 conf/swarm/2012-2 db/conf/swarm/icsi2012-2.html#LuanLLXZLC12

Deyu Meng Yee Leung Qian Zhao 0002 Zongben Xu Dictionary learning under global sparsity constraint http://arxiv.org/abs/1202.6562 2012 CoRR abs/1202.6562 db/journals/corr/corr1202.html#abs-1202-6562

Qian Zhao 0002 Deyu Meng Zongben Xu A recursive divide-and-conquer approach for sparse principal component analysis. 2012 abs/1211.7219 CoRR http://arxiv.org/abs/1211.7219 db/journals/corr/corr1211.html#ZhaoMX12

Feng Li 0057 Wei Wang 0032 Zongben Xu Haixing Zhao Some results on the lexicographic product of vertex-transitive graphs. 1924-1926 2011 24 Appl. Math. Lett. 11 https://doi.org/10.1016/j.aml.2011.05.021 db/journals/appml/appml24.html#LiWXZ11

Yongquan Zhang Feilong Cao Zongben Xu Optimal rate of the regularized regression learning algorithm. 1471-1483 2011 88 Int. J. Comput. Math. 7 https://doi.org/10.1080/00207160.2010.516821 db/journals/ijcm/ijcm88.html#ZhangCX11

Yongquan Zhang Feilong Cao Zongben Xu Estimation of learning rate of least square algorithm via Jackson operator. 516-521 2011 74 Neurocomputing 4 https://doi.org/10.1016/j.neucom.2010.08.023 db/journals/ijon/ijon74.html#ZhangCX11

Deyu Meng Yee Leung Zongben Xu A new quality assessment criterion for nonlinear dimensionality reduction. 941-948 2011 74 Neurocomputing 6 https://doi.org/10.1016/j.neucom.2010.10.011 db/journals/ijon/ijon74.html#MengLX11

Xiangyu Chang Zongben Xu Bin Zou 0002 Hai Zhang 0001 Generalization Bounds of Regularization Algorithms Derived Simultaneously through Hypothesis Space Complexity, Algorithmic Stability and Data Quality. 549-570 2011 9 Int. J. Wavelets Multiresolution Inf. Process. 4 https://doi.org/10.1142/S0219691311004213 db/journals/ijwmip/ijwmip9.html#ChangXZZ11

Zhi Han Deyu Meng Zongben Xu Nan-Nan Gu Incremental Alignment Manifold Learning. 153-165 2011 26 J. Comput. Sci. Technol. 1 https://doi.org/10.1007/s11390-011-9422-9 https://www.wikidata.org/entity/Q125121787 db/journals/jcst/jcst26.html#HanMXG10

Jianjun Wang 0003 Zongben Xu Neural networks and the best trigomometric approximation. 401-412 2011 24 J. Syst. Sci. Complex. 2 https://doi.org/10.1007/s11424-011-8080-x db/journals/jossac/jossac24.html#WangX11

Shaobo Lin Feilong Cao Zongben Xu Essential rate for approximation by spherical neural networks. 752-758 2011 24 Neural Networks 7 https://doi.org/10.1016/j.neunet.2011.04.005 https://www.wikidata.org/entity/Q51563852 db/journals/nn/nn24.html#LinCX11

Jian Sun 0009 Jian Sun 0001 Zongben Xu Heung-Yeung Shum Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement. 1529-1542 2011 20 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2010.2095871 https://www.wikidata.org/entity/Q51629263 db/journals/tip/tip20.html#SunSXS11

Zhi Han Zongben Xu Song-Chun Zhu Video Primal Sketch: A generic middle-level representation of video. 1283-1290 2011 ICCV https://doi.org/10.1109/ICCV.2011.6126380 https://doi.ieeecomputersociety.org/10.1109/ICCV.2011.6126380 conf/iccv/2011 db/conf/iccv/iccv2011.html#HanXZ11 Jinshan Zeng Zongben Xu Hai Jiang Bingchen Zhang Wen Hong Yirong Wu SAR imaging from compressed measurements based on L1/2 regularization. 625-628 2011 IGARSS https://doi.org/10.1109/IGARSS.2011.6049206 conf/igarss/2011 db/conf/igarss/igarss2011.html#ZengXJZHW11

Zongben Xu Hai Zhang 0001 Yao Wang 0003 Xiangyu Chang Yong Liang 0001 L1/2 regularization. 1159-1169 2010 53 Sci. China Inf. Sci. 6 https://doi.org/10.1007/s11432-010-0090-0 db/journals/chinaf/chinaf53.html#XuZWCL10

Chen Qiao Zongben Xu On the P-critical dynamics analysis of projection recurrent neural networks. 2783-2788 2010 73 Neurocomputing 13-15 https://doi.org/10.1016/j.neucom.2010.04.008 db/journals/ijon/ijon73.html#QiaoX10

Feilong Cao Shaobo Lin Zongben Xu Approximation capability of interpolation neural networks. 457-460 2010 74 Neurocomputing 1-3 https://doi.org/10.1016/j.neucom.2010.08.018 db/journals/ijon/ijon74.html#CaoLX10

Feilong Cao Shaobo Lin Zongben Xu Constructive approximate interpolation by neural networks in the metric space. 1674-1681 2010 52 Math. Comput. Model. 9-10 https://doi.org/10.1016/j.mcm.2010.06.035 db/journals/mcm/mcm52.html#CaoLX10

Jianjun Wang 0003 Zongben Xu New study on neural networks: the essential order of approximation. 618-624 2010 23 Neural Networks 5 https://doi.org/10.1016/j.neunet.2010.01.004 https://www.wikidata.org/entity/Q51723412 db/journals/nn/nn23.html#WangX10

Jian Sun 0009 Zongben Xu Scale selection for anisotropic diffusion filter by Markov random field model. 2630-2645 2010 43 Pattern Recognit. 8 https://doi.org/10.1016/j.patcog.2010.02.019 db/journals/pr/pr43.html#SunX10

Zongben Xu Jian Sun 0009 Image Inpainting by Patch Propagation Using Patch Sparsity. 1153-1165 2010 19 IEEE Trans. Image Process. 5 https://doi.org/10.1109/TIP.2010.2042098 https://www.wikidata.org/entity/Q38446543 db/journals/tip/tip19.html#XuS10

Feilong Cao Yongquan Zhang Zongben Xu Lower estimation of approximation rate for neural networks. 1321-1327 2009 52 Sci. China Ser. F Inf. Sci. 8 https://doi.org/10.1007/s11432-009-0027-7 db/journals/chinaf/chinaf52.html#CaoZX09

Chen Qiao Zongben Xu A critical global convergence analysis of recurrent neural networks with general projection mappings. 1878-1886 2009 72 Neurocomputing 7-9 https://doi.org/10.1016/j.neucom.2008.06.006 db/journals/ijon/ijon72.html#QiaoX09

Bin Zou 0002 Hai Zhang 0001 Zongben Xu Learning from uniformly ergodic Markov chains. 188-200 2009 25 J. Complex. 2 https://doi.org/10.1016/j.jco.2009.01.001 db/journals/jc/jc25.html#ZouZX09

Bin Zou 0002 Luoqing Li Zongben Xu The generalization performance of ERM algorithm with strongly mixing observations. 275-295 2009 75 Mach. Learn. 3 https://doi.org/10.1007/s10994-009-5104-z db/journals/ml/ml75.html#ZouLX09

Zongben Xu Rui Zhang 0005 Wenfeng Jing When Does Online BP Training Converge? 1529-1539 2009 20 IEEE Trans. Neural Networks 10 https://doi.org/10.1109/TNN.2009.2025946 https://www.wikidata.org/entity/Q51799534 db/journals/tnn/tnn20.html#Xu0J09

Lisheng Wang Rui Zhang 0005 Zongben Xu Jigen Peng Some Characterizations of Global Exponential Stability of a Generic Class of Continuous-Time Recurrent Neural Networks. 763-772 2009 39 IEEE Trans. Syst. Man Cybern. Part B 3 https://doi.org/10.1109/TSMCB.2008.2009225 https://www.wikidata.org/entity/Q83591166 db/journals/tsmc/tsmcb39.html#WangZXP09

Zongben Xu Ming-Wei Dai Deyu Meng Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine. 1292-1307 2009 39 IEEE Trans. Syst. Man Cybern. Part B 5 https://doi.org/10.1109/TSMCB.2009.2015672 https://www.wikidata.org/entity/Q46120948 db/journals/tsmc/tsmcb39.html#XuDM09

Ruihu Li Zongben Xu On [[n,n-4,3]]q Quantum MDS Codes for odd prime power q http://arxiv.org/abs/0906.2509 2009 CoRR abs/0906.2509 db/journals/corr/corr0906.html#abs-0906-2509

Chuanxi Zhu Zongben Xu Inequalities and solution of an operator equation. 607-611 2008 21 Appl. Math. Lett. 6 https://doi.org/10.1016/j.aml.2007.07.013 db/journals/appml/appml21.html#ZhuX08

Feilong Cao Tingfan Xie Zongben Xu The estimate for approximation error of neural networks: A constructive approach. 626-630 2008 71 Neurocomputing 4-6 https://doi.org/10.1016/j.neucom.2007.07.024 db/journals/ijon/ijon71.html#CaoXX08

Feng-Jun Li Zong-Ben Xu Yue-Ting Zhou The essential order of approximation for Suzuki's neural networks. 3525-3533 2008 71 Neurocomputing 16-18 https://doi.org/10.1016/j.neucom.2007.11.004 db/journals/ijon/ijon71.html#LiXZ08

Bo Yu Zongben Xu A comparative study for content-based dynamic spam classification using four machine learning algorithms. 355-362 2008 21 Knowl. Based Syst. 4 https://doi.org/10.1016/j.knosys.2008.01.001 db/journals/kbs/kbs21.html#YuX08

Bo Yu Zongben Xu Cheng-hua Li Latent semantic analysis for text categorization using neural network. 900-904 2008 21 Knowl. Based Syst. 8 https://doi.org/10.1016/j.knosys.2008.03.045 db/journals/kbs/kbs21.html#YuXL08

Deyu Meng Yee Leung Zongben Xu Tung Fung Qingfu Zhang 0001 Improving geodesic distance estimation based on locally linear assumption. 862-870 2008 29 Pattern Recognit. Lett. 7 https://doi.org/10.1016/j.patrec.2008.01.005 db/journals/prl/prl29.html#MengLXFZ08

Ruihu Li Zongben Xu Xueliang Li 0001 Standard Forms of Stabilizer and Normalizer Matrices for Additive Quantum Codes. 3775-3778 2008 54 IEEE Trans. Inf. Theory 8 https://doi.org/10.1109/TIT.2008.926453 https://www.wikidata.org/entity/Q57968881 db/journals/tit/tit54.html#LiXL08

Ruihu Li Zongben Xu Xuejun Zhao On The Classification of Binary Optimal Self-Orthogonal Codes. 3778-3782 2008 54 IEEE Trans. Inf. Theory 8 https://doi.org/10.1109/TIT.2008.926367 https://www.wikidata.org/entity/Q57968873 db/journals/tit/tit54.html#LiXZ08

Deyu Meng Yee Leung Tung Fung Zongben Xu Nonlinear Dimensionality Reduction of Data Lying on the Multicluster Manifold. 1111-1122 2008 38 IEEE Trans. Syst. Man Cybern. Part B 4 https://doi.org/10.1109/TSMCB.2008.925663 https://www.wikidata.org/entity/Q31162781 db/journals/tsmc/tsmcb38.html#MengLFX08

Jian Sun 0009 Zongben Xu Heung-Yeung Shum Image super-resolution using gradient profile prior. 2008 CVPR https://doi.org/10.1109/CVPR.2008.4587659 https://doi.ieeecomputersociety.org/10.1109/CVPR.2008.4587659 conf/cvpr/2008 db/conf/cvpr/cvpr2008.html#SunXS08 Zongben Xu Data Mining Technologies Inspired from Visual Principle. 5-6 2008 IIP https://doi.org/10.1007/978-0-387-87685-6_3 conf/ifip12/2008iip db/conf/ifip12/iip2008.html#Xu08 Youmei Li Zongben Xu Feilong Cao An Improvement to Ant Colony Optimization Heuristic. 816-825 2008 ISNN (1) https://doi.org/10.1007/978-3-540-87732-5_90 conf/isnn/2008-1 db/conf/isnn/isnn2008-1.html#LiXC08

Yong Liang 0001 Kwong-Sak Leung Zongben Xu A novel splicing/decomposable binary encoding and its operators for genetic and evolutionary algorithms. 887-904 2007 190 Appl. Math. Comput. 1 https://doi.org/10.1016/j.amc.2007.01.097 https://www.wikidata.org/entity/Q115463182 db/journals/amc/amc190.html#LiangLX07

Feng-Jun Li Zongben Xu The essential order of simultaneous approximation for neural networks. 120-127 2007 194 Appl. Math. Comput. 1 https://doi.org/10.1016/j.amc.2007.04.017 db/journals/amc/amc194.html#LiX07

Daowu Pei Zongben Xu Transformation of rough set models. 745-751 2007 20 Knowl. Based Syst. 8 https://doi.org/10.1016/j.knosys.2006.10.006 db/journals/kbs/kbs20.html#PeiX07

Lisheng Wang Zongben Xu On Characterizations of Exponential Stability of Nonlinear Discrete Dynamical Systems on Bounded Regions. 1871-1881 2007 52 IEEE Trans. Autom. Control. 10 https://doi.org/10.1109/TAC.2007.906193 db/journals/tac/tac52.html#WangX07

Lisheng Wang Zongben Xu Qunfei Zhao Quantitative Characterizations of Exponential Convergence Property of Nonlinear Discrete Dynamical Systems. 2129-2134 2007 52 IEEE Trans. Autom. Control. 11 https://doi.org/10.1109/TAC.2007.908321 db/journals/tac/tac52.html#WangXZ07

Yu Gu 0007 Jiashu Zhao Dong Liang Zongben Xu Immunity diversity based multi-agent intrusion detection. 3404-3409 2007 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2007.4424912 conf/cec/2007 db/conf/cec/cec2007.html#GuZLX07 Jian Sun 0009 Jian Sun 0001 Sing Bing Kang Zongben Xu Xiaoou Tang Heung-Yeung Shum Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs. 2007 conf/cvpr/2007 CVPR https://doi.org/10.1109/CVPR.2007.383080 https://doi.ieeecomputersociety.org/10.1109/CVPR.2007.383080 db/conf/cvpr/cvpr2007.html#SunKXTS07 Chen Qiao Zongben Xu New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings. 131-139 2007 conf/isnn/2007-3 ISNN (3) https://doi.org/10.1007/978-3-540-72395-0_18 db/conf/isnn/isnn2007-3.html#QiaoX07 Yong Liang 0001 Kwong-Sak Leung Zongben Xu Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding. 371-380 2007 conf/isnn/2007-2 ISNN (2) https://doi.org/10.1007/978-3-540-72393-6_45 db/conf/isnn/isnn2007-2.html#LiangLX07 Jianjun Wang 0003 Zongben Xu Jia Jing Constructive Trigonometric Function Approximation of Neural Networks. 270-273 2007 SKG https://doi.org/10.1109/SKG.2007.17 https://doi.ieeecomputersociety.org/10.1109/SKG.2007.17 conf/skg/2007 db/conf/skg/skg2007.html#WangXJ07

Zongben Xu Jianjun Wang 0003 The essential order of approximation for nearly exponential type neural networks. 446-460 2006 49 Sci. China Ser. F Inf. Sci. 4 https://doi.org/10.1007/s11432-006-2011-9 db/journals/chinaf/chinaf49.html#XuW06

Lisheng Wang Zongben Xu Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks. 1373-1380 2006 53-I IEEE Trans. Circuits Syst. I Regul. Pap. 6 https://doi.org/10.1109/TCSI.2006.874179 db/journals/tcas/tcasI53.html#WangX06

Zongben Xu Jianjun Wang 0003 Deyu Meng Approximation Bound of Mixture Networks in Lomegap Spaces. 60-65 2006 conf/isnn/2006-1 ISNN (1) https://doi.org/10.1007/11759966_9 db/conf/isnn/isnn2006-1.html#XuWM06 Feng-Jun Li Zongben Xu Integral Transform and Its Application to Neural Network Approximation. 66-71 2006 conf/isnn/2006-1 ISNN (1) https://doi.org/10.1007/11759966_10 db/conf/isnn/isnn2006-1.html#LiX06 Chunmei Ding Feilong Cao Zongben Xu The Essential Approximation Order for Neural Networks with Trigonometric Hidden Layer Units. 72-79 2006 conf/isnn/2006-1 ISNN (1) https://doi.org/10.1007/11759966_11 db/conf/isnn/isnn2006-1.html#DingCX06 Jian Sun 0009 Zongben Xu An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network. 563-568 2006 conf/isnn/2006-2 ISNN (2) https://doi.org/10.1007/11760023_83 db/conf/isnn/isnn2006-2.html#SunX06 Wenfeng Jing Deyu Meng Ming-Wei Dai Zongben Xu A New Pre-processing Method for Regression. 765-770 2006 conf/isnn/2006-2 ISNN (2) https://doi.org/10.1007/11760023_113 db/conf/isnn/isnn2006-2.html#JingMDX06

Yong-Chang Jiao Yee Leung Zongben Xu Jiang-She Zhang 0001 Variable Programming: A Generalized Minimax Problem. Part I: Models and Theory. 229-261 2005 30 Comput. Optim. Appl. 3 https://doi.org/10.1007/s10589-005-4616-0 db/journals/coap/coap30.html#JiaoLXZ05

Yong-Chang Jiao Yee Leung Zongben Xu Jiang-She Zhang 0001 Variable Programming: A Generalized Minimax Problem. Part II: Algorithms. 263-295 2005 30 Comput. Optim. Appl. 3 https://doi.org/10.1007/s10589-005-4617-z db/journals/coap/coap30.html#JiaoLXZ05a

Zongben Xu Fei-Long Cao Simultaneous Lp-approximation order for neural networks. 914-923 2005 18 Neural Networks 7 https://doi.org/10.1016/j.neunet.2005.03.013 https://www.wikidata.org/entity/Q51443380 db/journals/nn/nn18.html#XuC05

Huidong Jin 0001 Kwong-Sak Leung Man Leung Wong Zongben Xu Scalable model-based cluster analysis using clustering features. 637-649 2005 38 Pattern Recognit. 5 https://doi.org/10.1016/j.patcog.2004.07.012 db/journals/pr/pr38.html#JinLWX05

Jigen Peng Zong-Ben Xu Hong Qiao Bo Zhang 0006 A critical analysis on global convergence of Hopfield-type neural networks. 804-814 2005 52-I IEEE Trans. Circuits Syst. I Regul. Pap. 4 https://doi.org/10.1109/TCSI.2005.844366 db/journals/tcas/tcasI52.html#PengXQZ05

Rui Zhang 0005 Zongben Xu A Generalized Global Convergence Theory of Projection-Type Neural Networks for Optimization. 777-784 2005 conf/cis/2005-1 CIS (1) https://doi.org/10.1007/11596448_115 db/conf/cis/cis2005-1.html#ZhangX05 Zongben Xu Deyu Meng Wenfeng Jing A New Approach for Classification: Visual Simulation Point of View. 1-7 2005 conf/isnn/2005-2 ISNN (2) https://doi.org/10.1007/11427445_1 db/conf/isnn/isnn2005-2.html#XuMJ05 Feilong Cao Zongben Xu Youmei Li Pointwise Approximation for Neural Networks. 39-44 2005 conf/isnn/2005-1 ISNN (1) https://doi.org/10.1007/11427391_5 db/conf/isnn/isnn2005-1.html#CaoXL05 Youmei Li Zongben Xu Feilong Cao Generalization and Property Analysis of GENET. 63-68 2005 conf/isnn/2005-1 ISNN (1) https://doi.org/10.1007/11427391_9 db/conf/isnn/isnn2005-1.html#LiXC05

Zongben Xu Feilong Cao The essential order of approximation for neural networks. 97-112 2004 47 Sci. China Ser. F Inf. Sci. 1 https://doi.org/10.1360/02yf0221 db/journals/chinaf/chinaf47.html#XuC04

Sheng-Gang Li Li-Li Zhang Zongben Xu Strong fuzzy compact sets and ultra-fuzzy compact sets in L-topological spaces. 293-306 2004 147 Fuzzy Sets Syst. 2 https://doi.org/10.1016/j.fss.2004.04.001 db/journals/fss/fss147.html#LiZX04

Daowu Pei Zongben Xu Rough Set Models on Two universes. 569-581 2004 33 Int. J. Gen. Syst. 5 https://doi.org/10.1080/0308107042000193561 db/journals/ijgs/ijgs33.html#PeiX04

Wenjian Wang Zongben Xu A heuristic training for support vector regression. 259-275 2004 61 Neurocomputing https://doi.org/10.1016/j.neucom.2003.11.012 db/journals/ijon/ijon61.html#WangX04

Kwong-Sak Leung Huidong Jin 0001 Zongben Xu An expanding self-organizing neural network for the traveling salesman problem. 267-292 2004 62 Neurocomputing https://doi.org/10.1016/j.neucom.2004.02.006 db/journals/ijon/ijon62.html#LeungJX04

Zongben Xu Hong Qiao Jigen Peng Bo Zhang 0006 A comparative study of two modeling approaches in neural networks. 73-85 2004 17 Neural Networks 1 https://doi.org/10.1016/S0893-6080(03)00192-8 https://www.wikidata.org/entity/Q52005934 db/journals/nn/nn17.html#XuQPZ04

Jianjun Wang 0003 Zongben Xu Weijun Xu Approximation Bounds by Neural Networks in Lpomega. 1-6 https://doi.org/10.1007/978-3-540-28647-9_1 2004 conf/isnn/2004-1 ISNN (1) db/conf/isnn/isnn2004-1.html#WangXX04

Zongben Xu Kwong-Sak Leung Yong Liang 0001 Yee Leung Efficiency speed-up strategies for evolutionary computation: fundamentals and fast-GAs. 341-388 2003 142 Appl. Math. Comput. 2-3 https://doi.org/10.1016/S0096-3003(02)00309-0 db/journals/amc/amc142.html#XuLLL03

Wenjian Wang Zongben Xu Weizhen Lu Xiaoyun Zhang Determination of the spread parameter in the Gaussian kernel for classification and regression. 643-663 2003 55 Neurocomputing 3-4 https://doi.org/10.1016/S0925-2312(02)00632-X db/journals/ijon/ijon55.html#WangXLZ03

Huidong Jin 0001 Kwong-Sak Leung Man Leung Wong Zongben Xu An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem. 877-888 2003 33 IEEE Trans. Syst. Man Cybern. Part B 6 db/journals/tsmc/tsmcb33.html#JinLWX03 https://doi.org/10.1109/TSMCB.2002.804367 https://www.wikidata.org/entity/Q51623661

Hong Qiao Jigen Peng Zongben Xu Bo Zhang 0006 A reference model approach to stability analysis of neural networks. 925-936 2003 33 IEEE Trans. Syst. Man Cybern. Part B 6 db/journals/tsmc/tsmcb33.html#QiaoPXZ03 https://doi.org/10.1109/TSMCB.2002.804368 https://www.wikidata.org/entity/Q80602647

Zongben Xu Huidong Jin 0001 Kwong-Sak Leung Yee Leung Chak-Kuen Wong An automata network for performing combinatorial optimization. 59-83 2002 47 Neurocomputing 1-4 https://doi.org/10.1016/S0925-2312(01)00580-X db/journals/ijon/ijon47.html#XuJLLW02

Jiye Liang Zongben Xu The Algorithm on Knowledge Reduction in Incomplete Information Systems. 95-103 2002 10 Int. J. Uncertain. Fuzziness Knowl. Based Syst. 1 http://www.worldscinet.com/ijufks/10/1001/S021848850200134X.html db/journals/ijufks/ijufks10.html#LiangX02

Zongben Xu Jiye Liang Chuangyin Dang Kwai-Sang Chin Inclusion degree: a perspective on measures for rough set data analysis. 227-236 2002 141 Inf. Sci. 3-4 https://doi.org/10.1016/S0020-0255(02)00174-3 db/journals/isci/isci141.html#XuLDC02

Jigen Peng Hong Qiao Zongben Xu A new approach to stability of neural networks with time-varying delays. 95-103 2002 15 Neural Networks 1 https://doi.org/10.1016/S0893-6080(01)00095-8 https://www.wikidata.org/entity/Q77956473 db/journals/nn/nn15.html#PengQX02

Kwong-Sak Leung Qihong Duan Zongben Xu C. K. Wong A new model of simulated evolutionary computation-convergence analysis and specifications. 3-16 2001 5 IEEE Trans. Evol. Comput. 1 db/journals/tec/tec5.html#LeungDXW01 https://doi.org/10.1109/4235.910461

Hong Qiao Jigen Peng Zongben Xu Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks. 360-370 2001 12 IEEE Trans. Neural Networks 2 https://doi.org/10.1109/72.914530 https://www.wikidata.org/entity/Q47941455 db/journals/tnn/tnn12.html#QiaoPX01

Hong Qiao Jiang-She Zhang 0001 Zongben Xu A new data processing method based on a biological model of the compound eye: direction quantization representation. 238-245 2001 31 IEEE Trans. Syst. Man Cybern. Part A 3 db/journals/tsmc/tsmca31.html#QiaoZX01 https://doi.org/10.1109/3468.925664

Sheng-Gang Li Zongben Xu Characterizations of minimal T3 L-fuzzy topological spaces. 119-126 2000 128 Inf. Sci. 1-2 db/journals/isci/isci128.html#LiX00 https://doi.org/10.1016/S0020-0255(00)00024-4

Yee Leung Jiang-She Zhang 0001 Zongben Xu Clustering by Scale-Space Filtering. 1396-1410 2000 22 IEEE Trans. Pattern Anal. Mach. Intell. 12 https://doi.org/10.1109/34.895974 http://doi.ieeecomputersociety.org/10.1109/34.895974 db/journals/pami/pami22.html#LeungZX00

Zong-Ben Xu Jiang-She Zhang 0001 Yiu-Wing Leung An approximate algorithm for computing multidimensional convex hulls. 193-226 1998 94 Appl. Math. Comput. 2-3 https://doi.org/10.1016/S0096-3003(97)10043-1 db/journals/amc/amc94.html#XuZL98

Yee Leung Tian-Xin Dong Zongben Xu The optimal encodings for biased association in linear associative memories. 877-884 1998 11 Neural Networks 5 https://doi.org/10.1016/S0893-6080(98)00042-2 https://www.wikidata.org/entity/Q52949833 db/journals/nn/nn11.html#LeungDX98

Yee Leung Guo Li Zongben Xu A genetic algorithm for the multiple destination routing problems. 150-161 1998 2 IEEE Trans. Evol. Comput. 4 db/journals/tec/tec2.html#LeungLX98 https://doi.org/10.1109/4235.738982

Yiu-Wing Leung Jiang-She Zhang 0001 Zongben Xu Optimal neural network algorithm for on-line string matching. 737-739 1998 28 IEEE Trans. Syst. Man Cybern. Part B 5 db/journals/tsmc/tsmcb28.html#LeungZX98 https://doi.org/10.1109/3477.718523 https://www.wikidata.org/entity/Q51893828

Yee Leung Jiang-She Zhang 0001 Zongben Xu Neural networks for convex hull computation. 601-611 1997 8 IEEE Trans. Neural Networks 3 https://doi.org/10.1109/72.572099 https://www.wikidata.org/entity/Q51648854 db/journals/tnn/tnn8.html#LeungZX97

Yee Leung Yong Gao Zongben Xu Degree of population diversity - a perspective on premature convergence in genetic algorithms and its Markov chain analysis. 1165-1176 1997 8 IEEE Trans. Neural Networks 5 https://doi.org/10.1109/72.623217 https://www.wikidata.org/entity/Q52279372 db/journals/tnn/tnn8.html#LeungGX97

Zongben Xu Guo-Qing Hu Chung-Ping Kwong Asymmetric Hopfield-type networks: Theory and applications. 483-501 1996 9 Neural Networks 3 https://doi.org/10.1016/0893-6080(95)00114-X db/journals/nn/nn9.html#XuHK96

Zongben Xu Chung-Ping Kwong A Decomposition Principle for Complexity Reduction of Artificial Neural Networks. 999-1016 1996 9 Neural Networks 6 https://doi.org/10.1016/0893-6080(95)00055-0 https://www.wikidata.org/entity/Q52046811 db/journals/nn/nn9.html#XuK96

Zongben Xu Guo-Qing Hu Chung-Ping Kwong Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks. 233-245 1996 7 IEEE Trans. Neural Networks 1 https://doi.org/10.1109/72.478410 https://www.wikidata.org/entity/Q52203144 db/journals/tnn/tnn7.html#XuHK96

Zongben Xu Bo-Ting Yang The Heuristics for the Constrained Multicast Routing. 204-212 1996 conf/asian/1996 ASIAN db/conf/asian/asian96.html#XuY96 https://doi.org/10.1007/BFb0027793

Zongben Xu P. Xu Xingzhong Shi The optimal ball algorithm for nonlinear equations of quasi-strongly monotone operators. 83-96 1995 57 Int. J. Comput. Math. 1-2 https://doi.org/10.1080/00207169508804414 db/journals/ijcm/ijcm57.html#XuXS95

Z.-Y. Chen Chung-Ping Kwong Zongben Xu Multiple-Valued Feedback and Recurrent Correlation Neural Networks. 242-250 1995 3 Neural Comput. Appl. 4 db/journals/nca/nca3.html#ChenKX95 https://doi.org/10.1007/BF01414649

Xiang-Wei He Chung-Ping Kwong Zongben Xu A competitive associative memory model and its dynamics. 929-940 1995 6 IEEE Trans. Neural Networks 4 https://doi.org/10.1109/72.392255 https://www.wikidata.org/entity/Q52054572 db/journals/tnn/tnn6.html#HeKX95

Zong-Ben Xu Yee Leung Xiang-Wei He Asymmetric Bidirectional Associative Memories. 1558-1564 1994 24 IEEE Trans. Syst. Man Cybern. Syst. 10 https://doi.org/10.1109/21.310539 db/journals/tsmc/tsmc24.html#XuLH94

Zongben Xu Xingzhong Shi A comparison of point and ball iterations in the contractive mapping case. 75-85 1992 49 Computing 1 https://doi.org/10.1007/BF02238651 db/journals/computing/computing49.html#XuS92

Zhaoyong You Zongben Xu Kunkun Liu Generalized Theory and Some Specializations of the Region Contraction Algorithm I - Ball Operation. 209-223 1985 conf/interval/1985 Interval Mathematics db/conf/interval/interval1985.html#ZhaoyongZK85 https://doi.org/10.1007/3-540-16437-5_19 Thomas Bäck Haixia Bi Zhaoying Bian Jiajun Bu Jian-Feng Cai 0001 Mingxuan Cai Zhongmin Cai Vince D. Calhoun Erik Cambria Fei-Long Cao Feilong Cao Wenfei Cao Xiangyong Cao Aaron Carass Jonathan Cheung-Wai Chan Tak-Ming Chan Xiangyu Chang Xuebin Chang Jocelyn Chanussot Benzhi Chen Bo Chen 0001 Hong Chen 0004 Hongling Chen Huai Chen Keyu Chen Kun Chen Liang Chen Liming Chen 0002 Wufan Chen Xiaoming Chen 0002 Xin Chen Yang Chen 0057 Yijun Chen Z.-Y. Chen Liuhang Cheng Qiang Cheng 0002 Kwai-Sang Chin Andrzej Cichocki Hengbin Cui Yuanlong Cui Gang Dai Ming-Wei Dai Mingwei Dai Wei Dai 0001 Chuangyin Dang Jingda Deng Yun Deng Zhongsheng Deng Chunmei Ding Jicai Ding Kehui Ding Tian-Xin Dong Heng Du Qihong Duan Zhibin Duan Yuanyuan Fan Jian Fang 0001 Yi Fang 0006 David Dagan FengDagan Feng 0001 Xiangchu Feng Zuren Feng Jiahong Fu Xueyang Fu Yinghua Fu Tung Fung Chenqiang Gao Feifei Gao 0001 Jinghuai Gao Xinbo Gao 0001 Yong Gao Zhaoqi Gao Yongshuai Ge Tieliang Gong HaiLiang Gou Nannan GuNan-Nan Gu Shuhang Gu Xiang Gu 0005 Yu Gu 0007 Jianhua Guo Luobin Guo Meiqian Guo Xiaofei Guo Chongzhao Han Yibo Han Zhi Han Alex Hauptmann 0001Alexander G. Hauptmann Hengtao He Ji He 0001 Langchong He Shiying He Xiang-Wei He Yuzhu He Danfeng Hong Jun Hong Wen Hong Guo-Qing Hu Qiang Hu Sichao Hu Zhengyang Hu 0001 Wenbo Hua Bo Huang 0001 Guang-Bin Huang Jie Huang 0005 Jing Huang 0018 Keyu Huang Teng Huang Ting-Zhu Huang Yijie Huang Junxiong Jia Chenglong Jiang Hai Jiang Lu Jiang 0004 Xiudi Jiang Yong-Chang Jiao Huidong Jin 0001 Shi Jin 0002 Zhenyu Jin Jia Jing Kaili Jing Wenfeng Jing Fangmao Ju Sing Bing Kang Liangjun Ke Faheem Ahmad Khan Qingming Kong Xu Kong Chung-Ping Kwong Shouren Lan Yuan Lan Junghoon Lee Kaiqing Lei Kwong-Sak Leung Wing Tat Leung Yee Leung Yiu-Wing Leung Cheng-hua Li Chuang Li 0003 Chun-Zhong Li Fangyu Li 0002 Feipeng Li Feng Li 0057 Feng-Jun Li Geoffrey Ye Li Guo Li Hailiang Li Hui Li 0020 Huibin Li 0001 Jian-Yu Li Luoqing Li Rongjian Li Ruihu Li Runhua Li Sheng-Gang Li Sui Li Xiaorong Li Xing Li 0027 Xueliang Li 0001 Xuelong Li 0001 Youmei Li Yuanqing Li 0001 Yudu Li Zhen Li 0016 Chunfeng Lian Dong Liang Jiye Liang Junchen Liang Xiaodan Liang Yong Liang 0001 Zhengrong Liang Xiuwu Liao Yuting Liao Dongdong Lin Hui Lin Jiahui Lin Ming Lin Shaobo Lin Cheng Liu Guanzhang Liu Jin Liu 0011 Junmin Liu Kunkun Liu Naihao Liu Rui Liu Xia Liu Xiaobo Liu Xin Liu 0078 Yang Liu 0035 Yue Liu 0035 Yuechen Liu Guansong Lu Weizhen Lu Yang Lu 0009 Zhaosong Lu Xin-Ze Luan Shuanghua Luo Tao Luo 0006 Xiao-Guang Lv Jianhua Ma 0001 Tian-Hui Ma Xiaoqin Ma Yu Ma Christos Masouros Julie A. McCann Deyu Meng Nan Meng Qiguang Miao Jingsi Ming Ali Wagdy Mohamed Derrick Wing Kwan Ng Dusit Niyato John W. Paisley Zhibin Pan Zhiqiang Pang Daowu Pei Hao Peng Jiangjun Peng Jigen Peng Yi Peng Zhimin Peng Zhiming Peng Jean Ponce Jerry L. Prince Yannan Pu Feng Qian 0001 Xueming Qian Chen Qiao Hong Qiao Zhen Qiao Xuebin Ren Yuanhua Rong Robert Schober S. Charles Schulz Ke Shang Weilin Shen Jialong Shi Liang Shi Xingzhong Shi Jun Shu Harry ShumHeung-Yeung Shum Yeng Chai Soh Huihui Song Yipeng Song Petre Stoica Hairong Su Jianghao Su Liangyu Su Xiaolei Su Fengxun Sun Jian Sun 0001 Jian Sun 0009 Jianyong Sun Kun Sun Wenbo Sun Xingping Sun Feiyu Tan Kay Chen Tan Niansheng Tang Xiaoou Tang Yuan Yan Tang John S. Thompson Kar-Ann Toh Xiang Wan Can Wang 0004 Cheng Wang Daxing Wang Dehua Wang Dianhui Wang 0001 Dong Wang Fan Wang Fenghui Wang Guangtao Wang Hong Wang 0021 Hui Wang Jianjun Wang 0003 Jiazhen Wang Jixin Wang Kaidong Wang Lisheng Wang Mingjin Wang Na Wang Nanbin Wang Pai Wang 0002 Qingzhen Wang Shibo Wang 0002 Shipeng Wang 0002 Shixiong Wang Wei Wang 0032 Wenjian Wang Xiuying Wang 0001 Yao Wang 0003 Yating Wang Yilun Wang Yizhou Wang 0006 Yongbo Wang Yu Wang 0075 Yu-Ping Wang 0002 Yuhao Wang 0006 Yuhong Wang Zheng Wang Zhenkun Wang 0001 Zhiguo Wang 0002 Zishun Wang Wei Wei 0006 Zhiqiang Wei 0001 Zhiqiang Wei 0004 Chao-Kai Wen Bernard Widrow Chak-Kuen WongC. K. Wong Man Leung Wong Shenzhi Wu Xin Wu 0001 Xunmeng Wu Ying Wu Yirong Wu Bin Xia Ruyi Xiao Qi Xie 0002 Tingfan Xie Chenren Xu Feng Xu 0001 Fengmin Xu Hang Xu 0004 Jie Xu 0006 Lin Xu 0001 Linan Xu P. Xu Qian Xu 0017 Songcen Xu Weijun Xu Jiang Xue 0001 Wei Xue Yong Xue Yan Yan 0002 Boting YangBo-Ting Yang Can Yang 0002 Heran Yang Lan Yang 0010 Liwei Yang Shusen Yang Tao Yang Wei Yang Xiaohui Yang Yan Yang 0007 Yi Yang 0001 Yucheng Yang 0004 Yuqian Yang Yuwen Yang Zai Yang Zhihai Yang Ziyi Yang 0007 Jing Yao 0002 Liping Yao Lisha Yao Zhengjian Yao Jieping Ye Lixuan Yi Zhaoyong You Bo Yu Cuican Yu Jian Yu Litao Yu Weiren Yu Xi Yu Xiang Yuan Zongsheng Yue Dong Zeng Jinshan Zeng Wei Zeng Yihan Zeng Zhi-hui ZhanZhi-Hui Zhan Anxue Zhang Baochang Zhang 0001 Biao Zhang 0005 Bingchen Zhang Bo Zhang 0006 Chengyi ZhangCheng-Yi Zhang Hai Zhang 0001 Haipei Zhang Hao Zhang 0026 Haotian Zhang 0023 Jiangshe Zhang 0001Jiang-She Zhang 0001 Jun Zhang 0003 Junkai Zhang Lei Zhang 0006 Lili ZhangLi-Li Zhang Qingfu Zhang 0001 Rui Zhang 0005 Shanli Zhang Shichao Zhang 0001 Wei Zhang 0196 Xiaodan Zhang Xiaoyun Zhang Yiqing Zhang 0001 Yongquan Zhang Yunquan Zhang Zihui Zhang Can Zhao 0001 Cong Zhao 0001 Fangyuan Zhao Haixing Zhao Ji Zhao 0001 Jiashu Zhao Qi Zhao Qian Zhao 0002 Qunfei Zhao Xi-Le Zhao Xuejun Zhao Yao Zhao Zhangchi Zhao Zhongchen Zhao Hairong Zheng Taoran Zheng Wei Zheng 0004 Chen Zhou Feng Zhou 0001 Minghao Zhou Sanping Zhou Ting Zhou Yue-Ting Zhou Zihao Zhou Chuanxi Zhu Hongyan Zhu Shihua Zhu Song-Chun Zhu Xiao Xiang Zhu 0001Xiaoxiang Zhu 0001 Xiaofeng Zhu 0001 Yanwen Zhu Bin Zou 0002 Chao Zou Chen Zuo Fei Zuo Wangmeng Zuo